From 88e545518f59e0a4f819feccdf816067a7bd940e Mon Sep 17 00:00:00 2001 From: Khushi <84661673+Khushi771@users.noreply.github.com> Date: Fri, 25 Aug 2023 18:45:54 +0530 Subject: [PATCH] Add files via upload --- .../integrated_model.ipynb | 220 ++++++++++++++++++ .../integrated_model_images.ipynb | 1 + American Sign lang detection/letterb.jpeg | Bin 0 -> 15572 bytes American Sign lang detection/letters.jpeg | Bin 0 -> 2621 bytes .../sign_lang_model.ipynb | 1 + 5 files changed, 222 insertions(+) create mode 100644 American Sign lang detection/integrated_model.ipynb create mode 100644 American Sign lang detection/integrated_model_images.ipynb create mode 100644 American Sign lang detection/letterb.jpeg create mode 100644 American Sign lang detection/letters.jpeg create mode 100644 American Sign lang detection/sign_lang_model.ipynb diff --git a/American Sign lang detection/integrated_model.ipynb b/American Sign lang detection/integrated_model.ipynb new file mode 100644 index 0000000..f19dbed --- /dev/null +++ b/American Sign lang detection/integrated_model.ipynb @@ -0,0 +1,220 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2902fc39", + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow\n", + "import keras\n", + "from tensorflow.keras.optimizers import RMSprop\n", + "from keras import models,layers,optimizers\n", + "import sys" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c1893f26", + "metadata": {}, + "outputs": [], + "source": [ + "from keras.models import load_model\n", + "\n", + "class_map = {0: '1', 1: '3', 2: '4', 3: '5', 4: '7', 5: '8', 6: '9', 7: 'A', 8: 'B', 9: 'Baby', 10: 'Brother', 11: 'C', 12: 'D', 13: 'Dont_like', 14: 'E', 15: 'F', 16: 'Friend', 17: 'G', 18: 'H', 19: 'Help', 20: 'House', 21: 'I', 22: 'J', 23: 'K', 24: 'L', 25: 'Like', 26: 'Love', 27: 'M', 28: 'Make', 29: 'More', 30: 'N', 31: 'Name', 32: 'No', 33: 'O_OR_0', 34: 'P', 35: 'Pay', 36: 'Play', 37: 'Q', 38: 'R', 39: 'S', 40: 'Stop', 41: 'T', 42: 'U', 43: 'V_OR_2', 44: 'W_OR_6', 45: 'With', 46: 'X', 47: 'Y', 48: 'Yes', 49: 'Z', 50: 'nothing'}" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ed37ba93", + "metadata": {}, + "outputs": [], + "source": [ + "model = load_model(\"model_inc.h5\", compile=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "fc2a0af4", + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "from matplotlib import pyplot as plt\n", + "\n", + "def generate_predictions(test_img):\n", + "\n", + " #test_img = test_img.reshape((200,200,3))\n", + " #test_img = tf.keras.utils.load_img(test_img, target_size=(200, 200))\n", + " test_img_arr = tf.keras.utils.img_to_array(test_img)/255.0\n", + " test_img_input = test_img_arr.reshape((1, test_img_arr.shape[0], test_img_arr.shape[1], test_img_arr.shape[2]))\n", + "\n", + " predicted_label = np.argmax(model.predict(test_img_input))\n", + " predicted_category = class_map[predicted_label]\n", + " # plt.figure(figsize=(5, 5))\n", + " # plt.imshow(test_img_arr)\n", + " # plt.title(\"Predicted Label : \", predicted_category)\n", + " # plt.grid()\n", + " # plt.axis('off')\n", + " # plt.show()\n", + " print(predicted_category)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4113f9a2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1/1 [==============================] - 1s 537ms/step\n", + "nothing\n", + "1/1 [==============================] - 0s 80ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 46ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 57ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 30ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 33ms/step\n", + "V_OR_2\n", + "1/1 [==============================] - 0s 41ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 42ms/step\n", + "1\n", + "1/1 [==============================] - 0s 42ms/step\n", + "O_OR_0\n", + "1/1 [==============================] - 0s 42ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 42ms/step\n", + "9\n", + "1/1 [==============================] - 0s 40ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 44ms/step\n", + "3\n", + "1/1 [==============================] - 0s 43ms/step\n", + "3\n", + "1/1 [==============================] - 0s 49ms/step\n", + "9\n", + "1/1 [==============================] - 0s 45ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "9\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 54ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 42ms/step\n", + "3\n", + "1/1 [==============================] - 0s 44ms/step\n", + "3\n", + "1/1 [==============================] - 0s 44ms/step\n", + "3\n", + "1/1 [==============================] - 0s 36ms/step\n", + "3\n", + "1/1 [==============================] - 0s 44ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 81ms/step\n", + "3\n", + "1/1 [==============================] - 0s 43ms/step\n", + "5\n", + "1/1 [==============================] - 0s 44ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "3\n", + "1/1 [==============================] - 0s 41ms/step\n", + "5\n" + ] + } + ], + "source": [ + "import cv2 as cv\n", + "import numpy as np \n", + "\n", + "def real_time_shape():\n", + " \n", + " cap_video = cv.VideoCapture(0)\n", + " #cap_video.set(cv.CAP_PROP_FPS,10)\n", + "\n", + " while(True):\n", + "\n", + " _,frame = cap_video.read()\n", + " \n", + " frame=cv.resize(frame,[200,200])\n", + " generate_predictions(frame)\n", + " \n", + " cv.imshow('Video',frame)\n", + " \n", + " \n", + " if cv.waitKey(1000) & 0xFF==ord('q'):\n", + " break\n", + " \n", + "cv.destroyAllWindows()\n", + "\n", + "real_time_shape()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b289414b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "myenv", + "language": "python", + "name": "myenv" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/American Sign lang detection/integrated_model_images.ipynb b/American Sign lang detection/integrated_model_images.ipynb new file mode 100644 index 0000000..836f9e8 --- /dev/null +++ b/American Sign lang detection/integrated_model_images.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1LPYF0rhmt0GnejKGVbwSOqs6At6pEW_6","authorship_tag":"ABX9TyPu/jIfIhd4NgvailkBGn0i"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"rM0EYOTKFMI0"},"outputs":[],"source":["from IPython.display import display, Javascript, Image\n","from google.colab.output import eval_js\n","import html\n","from base64 import b64decode, b64encode\n","import cv2\n","import numpy as np\n","import PIL\n","import io"]},{"cell_type":"code","source":["def jsob_to_image(js_object):\n"," # decode base64 image\n"," image_bytes = b64decode(js_object.split(',')[1])\n"," # convert bytes to numpy array\n"," img_array = np.frombuffer(image_bytes, dtype=np.uint8)\n"," # convert numpy array into OpenCV BGR\n"," frame = cv2.imdecode(img_array, flags=1)\n","\n"," return frame"],"metadata":{"id":"sTJxwPCDFZGJ"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["from keras.models import load_model\n","\n","class_map = {0: '1', 1: '3', 2: '4', 3: '5', 4: '7', 5: '8', 6: '9', 7: 'A', 8: 'B', 9: 'Baby', 10: 'Brother', 11: 'C', 12: 'D', 13: 'Dont_like', 14: 'E', 15: 'F', 16: 'Friend', 17: 'G', 18: 'H', 19: 'Help', 20: 'House', 21: 'I', 22: 'J', 23: 'K', 24: 'L', 25: 'Like', 26: 'Love', 27: 'M', 28: 'Make', 29: 'More', 30: 'N', 31: 'Name', 32: 'No', 33: 'O_OR_0', 34: 'P', 35: 'Pay', 36: 'Play', 37: 'Q', 38: 'R', 39: 'S', 40: 'Stop', 41: 'T', 42: 'U', 43: 'V_OR_2', 44: 'W_OR_6', 45: 'With', 46: 'X', 47: 'Y', 48: 'Yes', 49: 'Z', 50: 'nothing'}"],"metadata":{"id":"2ZNoeV8kFx5N"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["model = load_model(\"/content/drive/MyDrive/sign_lang/model_inc.h5\", compile=False)"],"metadata":{"id":"4FWF3OZ_GBZP"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["import tensorflow as tf\n","from matplotlib import pyplot as plt\n","\n","def generate_predictions(test_img):\n","\n"," # test_img = test_img.resize((200,200))\n"," # test_img = tf.keras.utils.load_img(test_image_path, target_size=(200, 200))\n"," test_img_arr = tf.keras.utils.img_to_array(test_img)/255.0\n"," test_img_input = test_img_arr.reshape((1, test_img_arr.shape[0], test_img_arr.shape[1], test_img_arr.shape[2]))\n","\n"," predicted_label = np.argmax(model.predict(test_img_input))\n"," predicted_category = class_map[predicted_label]\n","\n"," print(predicted_category)\n","\n"],"metadata":{"id":"K9ivbqdMGGpD"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["from IPython.display import display, Javascript\n","from google.colab.output import eval_js\n","from base64 import b64decode\n","\n","def take_photo(filename='photo.jpg', quality=0.8):\n"," js = Javascript('''\n"," async function takePhoto(quality) {\n"," const div = document.createElement('div');\n"," const capture = document.createElement('button');\n"," capture.textContent = 'Capture';\n"," div.appendChild(capture);\n","\n"," const video = document.createElement('video');\n"," video.style.display = 'block';\n"," const stream = await navigator.mediaDevices.getUserMedia({video: true});\n","\n"," document.body.appendChild(div);\n"," div.appendChild(video);\n"," video.srcObject = stream;\n"," await video.play();\n","\n"," // Resize the output to fit the video element.\n"," google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);\n","\n"," // Wait for Capture to be clicked.\n"," await new Promise((resolve) => capture.onclick = resolve);\n","\n"," const canvas = document.createElement('canvas');\n"," canvas.width = video.videoWidth;\n"," canvas.height = video.videoHeight;\n"," canvas.getContext('2d').drawImage(video, 0, 0);\n"," stream.getVideoTracks()[0].stop();\n"," div.remove();\n"," return canvas.toDataURL('image/jpeg', quality);\n"," }\n"," ''')\n"," display(js)\n"," data = eval_js('takePhoto({})'.format(quality))\n"," binary = b64decode(data.split(',')[1])\n"," with open(filename, 'wb') as f:\n"," f.write(binary)\n"," return filename"],"metadata":{"id":"GTH7RZXmMSoj"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["from IPython.display import Image\n","try:\n"," filename = take_photo()\n"," print('Saved to {}'.format(filename))\n","\n"," # Show the image which was just taken.\n"," display(Image(filename))\n","except Exception as err:\n"," # Errors will be thrown if the user does not have a webcam or if they do not\n"," # grant the page permission to access it.\n"," print(str(err))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":515},"id":"ePb1jTGPMSot","executionInfo":{"status":"ok","timestamp":1679755598163,"user_tz":-330,"elapsed":14695,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"7c6b0d6b-e1b4-4fac-9652-731a5d73876a"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"application/javascript":["\n"," async function takePhoto(quality) {\n"," const div = document.createElement('div');\n"," const capture = document.createElement('button');\n"," capture.textContent = 'Capture';\n"," div.appendChild(capture);\n","\n"," const video = document.createElement('video');\n"," video.style.display = 'block';\n"," const stream = await navigator.mediaDevices.getUserMedia({video: true});\n","\n"," document.body.appendChild(div);\n"," div.appendChild(video);\n"," video.srcObject = stream;\n"," await video.play();\n","\n"," // Resize the output to fit the video element.\n"," google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);\n","\n"," // Wait for Capture to be clicked.\n"," await new Promise((resolve) => capture.onclick = resolve);\n","\n"," const canvas = document.createElement('canvas');\n"," canvas.width = video.videoWidth;\n"," canvas.height = video.videoHeight;\n"," canvas.getContext('2d').drawImage(video, 0, 0);\n"," stream.getVideoTracks()[0].stop();\n"," div.remove();\n"," return canvas.toDataURL('image/jpeg', quality);\n"," }\n"," "]},"metadata":{}},{"output_type":"stream","name":"stdout","text":["Saved to photo.jpg\n"]},{"output_type":"display_data","data":{"image/jpeg":"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\n","text/plain":[""]},"metadata":{}}]},{"cell_type":"code","source":["test_img = tf.keras.utils.load_img('/content/photo.jpg', target_size=(200, 200))\n","generate_predictions(test_img)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"783kVsOCPAp0","executionInfo":{"status":"ok","timestamp":1679755604026,"user_tz":-330,"elapsed":866,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"50143366-48ee-483b-d598-4f9b11b0b87e"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["1/1 [==============================] - 0s 127ms/step\n","B\n"]}]},{"cell_type":"code","source":["from IPython.display import Image\n","try:\n"," filename = take_photo()\n"," print('Saved to {}'.format(filename))\n","\n"," # Show the image which was just taken.\n"," display(Image(filename))\n","except Exception as err:\n"," # Errors will be thrown if the user does not have a webcam or if they do not\n"," # grant the page permission to access it.\n"," print(str(err))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":515},"id":"4FKxmUEpPOF0","executionInfo":{"status":"ok","timestamp":1679755652129,"user_tz":-330,"elapsed":15612,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"cb00b30b-7aab-4724-99eb-68c014875810"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":[""],"application/javascript":["\n"," async function takePhoto(quality) {\n"," const div = document.createElement('div');\n"," const capture = document.createElement('button');\n"," capture.textContent = 'Capture';\n"," div.appendChild(capture);\n","\n"," const video = document.createElement('video');\n"," video.style.display = 'block';\n"," const stream = await navigator.mediaDevices.getUserMedia({video: true});\n","\n"," document.body.appendChild(div);\n"," div.appendChild(video);\n"," video.srcObject = stream;\n"," await video.play();\n","\n"," // Resize the output to fit the video element.\n"," google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);\n","\n"," // Wait for Capture to be clicked.\n"," await new Promise((resolve) => capture.onclick = resolve);\n","\n"," const canvas = document.createElement('canvas');\n"," canvas.width = video.videoWidth;\n"," canvas.height = video.videoHeight;\n"," canvas.getContext('2d').drawImage(video, 0, 0);\n"," stream.getVideoTracks()[0].stop();\n"," div.remove();\n"," return canvas.toDataURL('image/jpeg', quality);\n"," }\n"," "]},"metadata":{}},{"output_type":"stream","name":"stdout","text":["Saved to photo.jpg\n"]},{"output_type":"display_data","data":{"image/jpeg":"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\n","text/plain":[""]},"metadata":{}}]},{"cell_type":"code","source":["test_img 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b/American Sign lang detection/sign_lang_model.ipynb new file mode 100644 index 0000000..74b5618 --- /dev/null +++ b/American Sign lang detection/sign_lang_model.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1ojV6ev0GFjZBSsoQEZJCf_xbwxmfif7C","authorship_tag":"ABX9TyOJDbZZvoD5RiNlqBEIkCTr"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU","gpuClass":"standard"},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"f0SfxsSe7Tm3"},"outputs":[],"source":["import numpy as np\n","import pandas as pd\n","from matplotlib import pyplot as plt\n","import cv2\n","import os, shutil\n","import warnings\n","warnings.filterwarnings('ignore')\n","from tqdm import tqdm"]},{"cell_type":"code","source":["import tensorflow as tf\n","from tensorflow import keras\n","from keras.preprocessing.image import ImageDataGenerator\n","from keras import models, layers, optimizers\n","from keras.preprocessing import image\n","from keras.models import Sequential, load_model\n","from keras.layers import Conv2D, MaxPooling2D, Flatten, Dense, Dropout, BatchNormalization\n","from keras.callbacks import EarlyStopping, ModelCheckpoint, ReduceLROnPlateau"],"metadata":{"id":"Q-l65aLECNg4"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["!apt install unzip"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"RfYpryYkK5Xa","executionInfo":{"status":"ok","timestamp":1679718197272,"user_tz":-330,"elapsed":2409,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"18064495-4b43-4cac-cbcf-4b66b1637cdf"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Reading package lists... Done\n","Building dependency tree \n","Reading state information... Done\n","unzip is already the newest version (6.0-25ubuntu1.1).\n","0 upgraded, 0 newly installed, 0 to remove and 23 not upgraded.\n"]}]},{"cell_type":"code","source":["!unzip \"/content/drive/MyDrive/asl_data.zip\""],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8QRTVpULJusw","executionInfo":{"status":"ok","timestamp":1679729544175,"user_tz":-330,"elapsed":104555,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"09e349ca-48bf-4d69-f6b5-7746f00c8387"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n"," inflating: ASL/Z/Z28.jpg \n"," inflating: ASL/Z/Z280.jpg \n"," inflating: ASL/Z/Z2800.jpg \n"," inflating: ASL/Z/Z2801.jpg \n"," inflating: ASL/Z/Z2802.jpg \n"," inflating: ASL/Z/Z2803.jpg \n"," inflating: ASL/Z/Z2804.jpg \n"," inflating: ASL/Z/Z2805.jpg \n"," inflating: ASL/Z/Z2806.jpg \n"," inflating: ASL/Z/Z2807.jpg \n"," 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ASL/nothing/nothing983.jpg \n"," inflating: ASL/nothing/nothing984.jpg \n"," inflating: ASL/nothing/nothing985.jpg \n"," inflating: ASL/nothing/nothing986.jpg \n"," inflating: ASL/nothing/nothing987.jpg \n"," inflating: ASL/nothing/nothing988.jpg \n"," inflating: ASL/nothing/nothing989.jpg \n"," inflating: ASL/nothing/nothing99.jpg \n"," inflating: ASL/nothing/nothing990.jpg \n"," inflating: ASL/nothing/nothing991.jpg \n"," inflating: ASL/nothing/nothing992.jpg \n"," inflating: ASL/nothing/nothing993.jpg \n"," inflating: ASL/nothing/nothing994.jpg \n"," inflating: ASL/nothing/nothing995.jpg \n"," inflating: ASL/nothing/nothing996.jpg \n"," inflating: ASL/nothing/nothing997.jpg \n"," inflating: ASL/nothing/nothing998.jpg \n"," inflating: ASL/nothing/nothing999.jpg \n"]}]},{"cell_type":"code","source":["train_path = '/content/ASL'"],"metadata":{"id":"wJ6J8JjkCfUg"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["image_categories = os.listdir(train_path)"],"metadata":{"id":"m1TB2z1cCezQ","executionInfo":{"status":"error","timestamp":1679729427292,"user_tz":-330,"elapsed":6,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"colab":{"base_uri":"https://localhost:8080/","height":169},"outputId":"72f4fb23-1fbe-4fe1-8ff6-d3d48eaad1f6"},"execution_count":null,"outputs":[{"output_type":"error","ename":"FileNotFoundError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mimage_categories\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlistdir\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtrain_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/content/ASL'"]}]},{"cell_type":"code","source":["datagen = ImageDataGenerator(rescale=1/255.,\n"," horizontal_flip=True,\n"," shear_range=0.2,\n"," samplewise_std_normalization=True,\n"," height_shift_range=0.2,\n"," width_shift_range=0.2,\n"," fill_mode='nearest',\n"," validation_split=0.1)\n","\n","\n","train = datagen.flow_from_directory(train_path,\n"," batch_size=32,\n"," target_size=(200,200),\n"," class_mode='categorical',\n"," shuffle=True,\n"," interpolation='nearest')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0jYWE9Fk7YhZ","executionInfo":{"status":"ok","timestamp":1679719514484,"user_tz":-330,"elapsed":4867,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"c63f005f-92e2-4a8b-e547-fcb3470872ad"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Found 203000 images belonging to 51 classes.\n"]}]},{"cell_type":"code","source":["val = datagen.flow_from_directory(train_path, \n"," target_size=(200, 200), \n"," shuffle=True, \n"," class_mode='categorical', \n"," batch_size=64, \n"," subset=\"validation\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QSCf5MvRCpHF","executionInfo":{"status":"ok","timestamp":1679719517450,"user_tz":-330,"elapsed":1352,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"2892ea5e-ec89-4873-a1cb-b1644faed582"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Found 20300 images belonging to 51 classes.\n"]}]},{"cell_type":"code","source":["class_map = dict([(v, k) for k, v in train.class_indices.items()])\n","print(class_map)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"xb9d_d5ADTad","executionInfo":{"status":"ok","timestamp":1679719520105,"user_tz":-330,"elapsed":665,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"0dc1abda-b6e0-415e-c19a-f1d23df3c06a"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["{0: '1', 1: '3', 2: '4', 3: '5', 4: '7', 5: '8', 6: '9', 7: 'A', 8: 'B', 9: 'Baby', 10: 'Brother', 11: 'C', 12: 'D', 13: 'Dont_like', 14: 'E', 15: 'F', 16: 'Friend', 17: 'G', 18: 'H', 19: 'Help', 20: 'House', 21: 'I', 22: 'J', 23: 'K', 24: 'L', 25: 'Like', 26: 'Love', 27: 'M', 28: 'Make', 29: 'More', 30: 'N', 31: 'Name', 32: 'No', 33: 'O_OR_0', 34: 'P', 35: 'Pay', 36: 'Play', 37: 'Q', 38: 'R', 39: 'S', 40: 'Stop', 41: 'T', 42: 'U', 43: 'V_OR_2', 44: 'W_OR_6', 45: 'With', 46: 'X', 47: 'Y', 48: 'Yes', 49: 'Z', 50: 'nothing'}\n"]}]},{"cell_type":"code","source":["from tensorflow.keras.applications.inception_v3 import InceptionV3\n","base_model = InceptionV3(input_shape = (200, 200, 3), include_top = False, weights = 'imagenet')"],"metadata":{"id":"Dx_MBC0y_V9f"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["base_model.summary()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"M6bQ8Yu6E1TL","executionInfo":{"status":"ok","timestamp":1679719530287,"user_tz":-330,"elapsed":3473,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"37220448-ba46-42f8-d5ca-51239c386254"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Model: \"inception_v3\"\n","__________________________________________________________________________________________________\n"," Layer (type) Output Shape Param # Connected to \n","==================================================================================================\n"," input_3 (InputLayer) [(None, 200, 200, 3 0 [] \n"," )] \n"," \n"," conv2d_188 (Conv2D) (None, 99, 99, 32) 864 ['input_3[0][0]'] \n"," \n"," batch_normalization_188 (Batch (None, 99, 99, 32) 96 ['conv2d_188[0][0]'] \n"," Normalization) \n"," \n"," activation_188 (Activation) (None, 99, 99, 32) 0 ['batch_normalization_188[0][0]']\n"," \n"," conv2d_189 (Conv2D) (None, 97, 97, 32) 9216 ['activation_188[0][0]'] \n"," \n"," batch_normalization_189 (Batch (None, 97, 97, 32) 96 ['conv2d_189[0][0]'] \n"," Normalization) \n"," \n"," activation_189 (Activation) (None, 97, 97, 32) 0 ['batch_normalization_189[0][0]']\n"," \n"," conv2d_190 (Conv2D) (None, 97, 97, 64) 18432 ['activation_189[0][0]'] \n"," \n"," batch_normalization_190 (Batch (None, 97, 97, 64) 192 ['conv2d_190[0][0]'] \n"," Normalization) \n"," \n"," activation_190 (Activation) (None, 97, 97, 64) 0 ['batch_normalization_190[0][0]']\n"," \n"," max_pooling2d_8 (MaxPooling2D) (None, 48, 48, 64) 0 ['activation_190[0][0]'] \n"," \n"," conv2d_191 (Conv2D) (None, 48, 48, 80) 5120 ['max_pooling2d_8[0][0]'] \n"," \n"," batch_normalization_191 (Batch (None, 48, 48, 80) 240 ['conv2d_191[0][0]'] \n"," Normalization) \n"," \n"," activation_191 (Activation) (None, 48, 48, 80) 0 ['batch_normalization_191[0][0]']\n"," \n"," conv2d_192 (Conv2D) (None, 46, 46, 192) 138240 ['activation_191[0][0]'] \n"," \n"," batch_normalization_192 (Batch (None, 46, 46, 192) 576 ['conv2d_192[0][0]'] \n"," Normalization) \n"," \n"," activation_192 (Activation) (None, 46, 46, 192) 0 ['batch_normalization_192[0][0]']\n"," \n"," max_pooling2d_9 (MaxPooling2D) (None, 22, 22, 192) 0 ['activation_192[0][0]'] \n"," \n"," conv2d_196 (Conv2D) (None, 22, 22, 64) 12288 ['max_pooling2d_9[0][0]'] \n"," \n"," batch_normalization_196 (Batch (None, 22, 22, 64) 192 ['conv2d_196[0][0]'] \n"," Normalization) \n"," \n"," activation_196 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_196[0][0]']\n"," \n"," conv2d_194 (Conv2D) (None, 22, 22, 48) 9216 ['max_pooling2d_9[0][0]'] \n"," \n"," conv2d_197 (Conv2D) (None, 22, 22, 96) 55296 ['activation_196[0][0]'] \n"," \n"," batch_normalization_194 (Batch (None, 22, 22, 48) 144 ['conv2d_194[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_197 (Batch (None, 22, 22, 96) 288 ['conv2d_197[0][0]'] \n"," Normalization) \n"," \n"," activation_194 (Activation) (None, 22, 22, 48) 0 ['batch_normalization_194[0][0]']\n"," \n"," activation_197 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_197[0][0]']\n"," \n"," average_pooling2d_18 (AverageP (None, 22, 22, 192) 0 ['max_pooling2d_9[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_193 (Conv2D) (None, 22, 22, 64) 12288 ['max_pooling2d_9[0][0]'] \n"," \n"," conv2d_195 (Conv2D) (None, 22, 22, 64) 76800 ['activation_194[0][0]'] \n"," \n"," conv2d_198 (Conv2D) (None, 22, 22, 96) 82944 ['activation_197[0][0]'] \n"," \n"," conv2d_199 (Conv2D) (None, 22, 22, 32) 6144 ['average_pooling2d_18[0][0]'] \n"," \n"," batch_normalization_193 (Batch (None, 22, 22, 64) 192 ['conv2d_193[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_195 (Batch (None, 22, 22, 64) 192 ['conv2d_195[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_198 (Batch (None, 22, 22, 96) 288 ['conv2d_198[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_199 (Batch (None, 22, 22, 32) 96 ['conv2d_199[0][0]'] \n"," Normalization) \n"," \n"," activation_193 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_193[0][0]']\n"," \n"," activation_195 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_195[0][0]']\n"," \n"," activation_198 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_198[0][0]']\n"," \n"," activation_199 (Activation) (None, 22, 22, 32) 0 ['batch_normalization_199[0][0]']\n"," \n"," mixed0 (Concatenate) (None, 22, 22, 256) 0 ['activation_193[0][0]', \n"," 'activation_195[0][0]', \n"," 'activation_198[0][0]', \n"," 'activation_199[0][0]'] \n"," \n"," conv2d_203 (Conv2D) (None, 22, 22, 64) 16384 ['mixed0[0][0]'] \n"," \n"," batch_normalization_203 (Batch (None, 22, 22, 64) 192 ['conv2d_203[0][0]'] \n"," Normalization) \n"," \n"," activation_203 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_203[0][0]']\n"," \n"," conv2d_201 (Conv2D) (None, 22, 22, 48) 12288 ['mixed0[0][0]'] \n"," \n"," conv2d_204 (Conv2D) (None, 22, 22, 96) 55296 ['activation_203[0][0]'] \n"," \n"," batch_normalization_201 (Batch (None, 22, 22, 48) 144 ['conv2d_201[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_204 (Batch (None, 22, 22, 96) 288 ['conv2d_204[0][0]'] \n"," Normalization) \n"," \n"," activation_201 (Activation) (None, 22, 22, 48) 0 ['batch_normalization_201[0][0]']\n"," \n"," activation_204 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_204[0][0]']\n"," \n"," average_pooling2d_19 (AverageP (None, 22, 22, 256) 0 ['mixed0[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_200 (Conv2D) (None, 22, 22, 64) 16384 ['mixed0[0][0]'] \n"," \n"," conv2d_202 (Conv2D) (None, 22, 22, 64) 76800 ['activation_201[0][0]'] \n"," \n"," conv2d_205 (Conv2D) (None, 22, 22, 96) 82944 ['activation_204[0][0]'] \n"," \n"," conv2d_206 (Conv2D) (None, 22, 22, 64) 16384 ['average_pooling2d_19[0][0]'] \n"," \n"," batch_normalization_200 (Batch (None, 22, 22, 64) 192 ['conv2d_200[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_202 (Batch (None, 22, 22, 64) 192 ['conv2d_202[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_205 (Batch (None, 22, 22, 96) 288 ['conv2d_205[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_206 (Batch (None, 22, 22, 64) 192 ['conv2d_206[0][0]'] \n"," Normalization) \n"," \n"," activation_200 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_200[0][0]']\n"," \n"," activation_202 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_202[0][0]']\n"," \n"," activation_205 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_205[0][0]']\n"," \n"," activation_206 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_206[0][0]']\n"," \n"," mixed1 (Concatenate) (None, 22, 22, 288) 0 ['activation_200[0][0]', \n"," 'activation_202[0][0]', \n"," 'activation_205[0][0]', \n"," 'activation_206[0][0]'] \n"," \n"," conv2d_210 (Conv2D) (None, 22, 22, 64) 18432 ['mixed1[0][0]'] \n"," \n"," batch_normalization_210 (Batch (None, 22, 22, 64) 192 ['conv2d_210[0][0]'] \n"," Normalization) \n"," \n"," activation_210 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_210[0][0]']\n"," \n"," conv2d_208 (Conv2D) (None, 22, 22, 48) 13824 ['mixed1[0][0]'] \n"," \n"," conv2d_211 (Conv2D) (None, 22, 22, 96) 55296 ['activation_210[0][0]'] \n"," \n"," batch_normalization_208 (Batch (None, 22, 22, 48) 144 ['conv2d_208[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_211 (Batch (None, 22, 22, 96) 288 ['conv2d_211[0][0]'] \n"," Normalization) \n"," \n"," activation_208 (Activation) (None, 22, 22, 48) 0 ['batch_normalization_208[0][0]']\n"," \n"," activation_211 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_211[0][0]']\n"," \n"," average_pooling2d_20 (AverageP (None, 22, 22, 288) 0 ['mixed1[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_207 (Conv2D) (None, 22, 22, 64) 18432 ['mixed1[0][0]'] \n"," \n"," conv2d_209 (Conv2D) (None, 22, 22, 64) 76800 ['activation_208[0][0]'] \n"," \n"," conv2d_212 (Conv2D) (None, 22, 22, 96) 82944 ['activation_211[0][0]'] \n"," \n"," conv2d_213 (Conv2D) (None, 22, 22, 64) 18432 ['average_pooling2d_20[0][0]'] \n"," \n"," batch_normalization_207 (Batch (None, 22, 22, 64) 192 ['conv2d_207[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_209 (Batch (None, 22, 22, 64) 192 ['conv2d_209[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_212 (Batch (None, 22, 22, 96) 288 ['conv2d_212[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_213 (Batch (None, 22, 22, 64) 192 ['conv2d_213[0][0]'] \n"," Normalization) \n"," \n"," activation_207 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_207[0][0]']\n"," \n"," activation_209 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_209[0][0]']\n"," \n"," activation_212 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_212[0][0]']\n"," \n"," activation_213 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_213[0][0]']\n"," \n"," mixed2 (Concatenate) (None, 22, 22, 288) 0 ['activation_207[0][0]', \n"," 'activation_209[0][0]', \n"," 'activation_212[0][0]', \n"," 'activation_213[0][0]'] \n"," \n"," conv2d_215 (Conv2D) (None, 22, 22, 64) 18432 ['mixed2[0][0]'] \n"," \n"," batch_normalization_215 (Batch (None, 22, 22, 64) 192 ['conv2d_215[0][0]'] \n"," Normalization) \n"," \n"," activation_215 (Activation) (None, 22, 22, 64) 0 ['batch_normalization_215[0][0]']\n"," \n"," conv2d_216 (Conv2D) (None, 22, 22, 96) 55296 ['activation_215[0][0]'] \n"," \n"," batch_normalization_216 (Batch (None, 22, 22, 96) 288 ['conv2d_216[0][0]'] \n"," Normalization) \n"," \n"," activation_216 (Activation) (None, 22, 22, 96) 0 ['batch_normalization_216[0][0]']\n"," \n"," conv2d_214 (Conv2D) (None, 10, 10, 384) 995328 ['mixed2[0][0]'] \n"," \n"," conv2d_217 (Conv2D) (None, 10, 10, 96) 82944 ['activation_216[0][0]'] \n"," \n"," batch_normalization_214 (Batch (None, 10, 10, 384) 1152 ['conv2d_214[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_217 (Batch (None, 10, 10, 96) 288 ['conv2d_217[0][0]'] \n"," Normalization) \n"," \n"," activation_214 (Activation) (None, 10, 10, 384) 0 ['batch_normalization_214[0][0]']\n"," \n"," activation_217 (Activation) (None, 10, 10, 96) 0 ['batch_normalization_217[0][0]']\n"," \n"," max_pooling2d_10 (MaxPooling2D (None, 10, 10, 288) 0 ['mixed2[0][0]'] \n"," ) \n"," \n"," mixed3 (Concatenate) (None, 10, 10, 768) 0 ['activation_214[0][0]', \n"," 'activation_217[0][0]', \n"," 'max_pooling2d_10[0][0]'] \n"," \n"," conv2d_222 (Conv2D) (None, 10, 10, 128) 98304 ['mixed3[0][0]'] \n"," \n"," batch_normalization_222 (Batch (None, 10, 10, 128) 384 ['conv2d_222[0][0]'] \n"," Normalization) \n"," \n"," activation_222 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_222[0][0]']\n"," \n"," conv2d_223 (Conv2D) (None, 10, 10, 128) 114688 ['activation_222[0][0]'] \n"," \n"," batch_normalization_223 (Batch (None, 10, 10, 128) 384 ['conv2d_223[0][0]'] \n"," Normalization) \n"," \n"," activation_223 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_223[0][0]']\n"," \n"," conv2d_219 (Conv2D) (None, 10, 10, 128) 98304 ['mixed3[0][0]'] \n"," \n"," conv2d_224 (Conv2D) (None, 10, 10, 128) 114688 ['activation_223[0][0]'] \n"," \n"," batch_normalization_219 (Batch (None, 10, 10, 128) 384 ['conv2d_219[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_224 (Batch (None, 10, 10, 128) 384 ['conv2d_224[0][0]'] \n"," Normalization) \n"," \n"," activation_219 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_219[0][0]']\n"," \n"," activation_224 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_224[0][0]']\n"," \n"," conv2d_220 (Conv2D) (None, 10, 10, 128) 114688 ['activation_219[0][0]'] \n"," \n"," conv2d_225 (Conv2D) (None, 10, 10, 128) 114688 ['activation_224[0][0]'] \n"," \n"," batch_normalization_220 (Batch (None, 10, 10, 128) 384 ['conv2d_220[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_225 (Batch (None, 10, 10, 128) 384 ['conv2d_225[0][0]'] \n"," Normalization) \n"," \n"," activation_220 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_220[0][0]']\n"," \n"," activation_225 (Activation) (None, 10, 10, 128) 0 ['batch_normalization_225[0][0]']\n"," \n"," average_pooling2d_21 (AverageP (None, 10, 10, 768) 0 ['mixed3[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_218 (Conv2D) (None, 10, 10, 192) 147456 ['mixed3[0][0]'] \n"," \n"," conv2d_221 (Conv2D) (None, 10, 10, 192) 172032 ['activation_220[0][0]'] \n"," \n"," conv2d_226 (Conv2D) (None, 10, 10, 192) 172032 ['activation_225[0][0]'] \n"," \n"," conv2d_227 (Conv2D) (None, 10, 10, 192) 147456 ['average_pooling2d_21[0][0]'] \n"," \n"," batch_normalization_218 (Batch (None, 10, 10, 192) 576 ['conv2d_218[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_221 (Batch (None, 10, 10, 192) 576 ['conv2d_221[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_226 (Batch (None, 10, 10, 192) 576 ['conv2d_226[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_227 (Batch (None, 10, 10, 192) 576 ['conv2d_227[0][0]'] \n"," Normalization) \n"," \n"," activation_218 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_218[0][0]']\n"," \n"," activation_221 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_221[0][0]']\n"," \n"," activation_226 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_226[0][0]']\n"," \n"," activation_227 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_227[0][0]']\n"," \n"," mixed4 (Concatenate) (None, 10, 10, 768) 0 ['activation_218[0][0]', \n"," 'activation_221[0][0]', \n"," 'activation_226[0][0]', \n"," 'activation_227[0][0]'] \n"," \n"," conv2d_232 (Conv2D) (None, 10, 10, 160) 122880 ['mixed4[0][0]'] \n"," \n"," batch_normalization_232 (Batch (None, 10, 10, 160) 480 ['conv2d_232[0][0]'] \n"," Normalization) \n"," \n"," activation_232 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_232[0][0]']\n"," \n"," conv2d_233 (Conv2D) (None, 10, 10, 160) 179200 ['activation_232[0][0]'] \n"," \n"," batch_normalization_233 (Batch (None, 10, 10, 160) 480 ['conv2d_233[0][0]'] \n"," Normalization) \n"," \n"," activation_233 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_233[0][0]']\n"," \n"," conv2d_229 (Conv2D) (None, 10, 10, 160) 122880 ['mixed4[0][0]'] \n"," \n"," conv2d_234 (Conv2D) (None, 10, 10, 160) 179200 ['activation_233[0][0]'] \n"," \n"," batch_normalization_229 (Batch (None, 10, 10, 160) 480 ['conv2d_229[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_234 (Batch (None, 10, 10, 160) 480 ['conv2d_234[0][0]'] \n"," Normalization) \n"," \n"," activation_229 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_229[0][0]']\n"," \n"," activation_234 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_234[0][0]']\n"," \n"," conv2d_230 (Conv2D) (None, 10, 10, 160) 179200 ['activation_229[0][0]'] \n"," \n"," conv2d_235 (Conv2D) (None, 10, 10, 160) 179200 ['activation_234[0][0]'] \n"," \n"," batch_normalization_230 (Batch (None, 10, 10, 160) 480 ['conv2d_230[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_235 (Batch (None, 10, 10, 160) 480 ['conv2d_235[0][0]'] \n"," Normalization) \n"," \n"," activation_230 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_230[0][0]']\n"," \n"," activation_235 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_235[0][0]']\n"," \n"," average_pooling2d_22 (AverageP (None, 10, 10, 768) 0 ['mixed4[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_228 (Conv2D) (None, 10, 10, 192) 147456 ['mixed4[0][0]'] \n"," \n"," conv2d_231 (Conv2D) (None, 10, 10, 192) 215040 ['activation_230[0][0]'] \n"," \n"," conv2d_236 (Conv2D) (None, 10, 10, 192) 215040 ['activation_235[0][0]'] \n"," \n"," conv2d_237 (Conv2D) (None, 10, 10, 192) 147456 ['average_pooling2d_22[0][0]'] \n"," \n"," batch_normalization_228 (Batch (None, 10, 10, 192) 576 ['conv2d_228[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_231 (Batch (None, 10, 10, 192) 576 ['conv2d_231[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_236 (Batch (None, 10, 10, 192) 576 ['conv2d_236[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_237 (Batch (None, 10, 10, 192) 576 ['conv2d_237[0][0]'] \n"," Normalization) \n"," \n"," activation_228 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_228[0][0]']\n"," \n"," activation_231 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_231[0][0]']\n"," \n"," activation_236 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_236[0][0]']\n"," \n"," activation_237 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_237[0][0]']\n"," \n"," mixed5 (Concatenate) (None, 10, 10, 768) 0 ['activation_228[0][0]', \n"," 'activation_231[0][0]', \n"," 'activation_236[0][0]', \n"," 'activation_237[0][0]'] \n"," \n"," conv2d_242 (Conv2D) (None, 10, 10, 160) 122880 ['mixed5[0][0]'] \n"," \n"," batch_normalization_242 (Batch (None, 10, 10, 160) 480 ['conv2d_242[0][0]'] \n"," Normalization) \n"," \n"," activation_242 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_242[0][0]']\n"," \n"," conv2d_243 (Conv2D) (None, 10, 10, 160) 179200 ['activation_242[0][0]'] \n"," \n"," batch_normalization_243 (Batch (None, 10, 10, 160) 480 ['conv2d_243[0][0]'] \n"," Normalization) \n"," \n"," activation_243 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_243[0][0]']\n"," \n"," conv2d_239 (Conv2D) (None, 10, 10, 160) 122880 ['mixed5[0][0]'] \n"," \n"," conv2d_244 (Conv2D) (None, 10, 10, 160) 179200 ['activation_243[0][0]'] \n"," \n"," batch_normalization_239 (Batch (None, 10, 10, 160) 480 ['conv2d_239[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_244 (Batch (None, 10, 10, 160) 480 ['conv2d_244[0][0]'] \n"," Normalization) \n"," \n"," activation_239 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_239[0][0]']\n"," \n"," activation_244 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_244[0][0]']\n"," \n"," conv2d_240 (Conv2D) (None, 10, 10, 160) 179200 ['activation_239[0][0]'] \n"," \n"," conv2d_245 (Conv2D) (None, 10, 10, 160) 179200 ['activation_244[0][0]'] \n"," \n"," batch_normalization_240 (Batch (None, 10, 10, 160) 480 ['conv2d_240[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_245 (Batch (None, 10, 10, 160) 480 ['conv2d_245[0][0]'] \n"," Normalization) \n"," \n"," activation_240 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_240[0][0]']\n"," \n"," activation_245 (Activation) (None, 10, 10, 160) 0 ['batch_normalization_245[0][0]']\n"," \n"," average_pooling2d_23 (AverageP (None, 10, 10, 768) 0 ['mixed5[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_238 (Conv2D) (None, 10, 10, 192) 147456 ['mixed5[0][0]'] \n"," \n"," conv2d_241 (Conv2D) (None, 10, 10, 192) 215040 ['activation_240[0][0]'] \n"," \n"," conv2d_246 (Conv2D) (None, 10, 10, 192) 215040 ['activation_245[0][0]'] \n"," \n"," conv2d_247 (Conv2D) (None, 10, 10, 192) 147456 ['average_pooling2d_23[0][0]'] \n"," \n"," batch_normalization_238 (Batch (None, 10, 10, 192) 576 ['conv2d_238[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_241 (Batch (None, 10, 10, 192) 576 ['conv2d_241[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_246 (Batch (None, 10, 10, 192) 576 ['conv2d_246[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_247 (Batch (None, 10, 10, 192) 576 ['conv2d_247[0][0]'] \n"," Normalization) \n"," \n"," activation_238 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_238[0][0]']\n"," \n"," activation_241 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_241[0][0]']\n"," \n"," activation_246 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_246[0][0]']\n"," \n"," activation_247 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_247[0][0]']\n"," \n"," mixed6 (Concatenate) (None, 10, 10, 768) 0 ['activation_238[0][0]', \n"," 'activation_241[0][0]', \n"," 'activation_246[0][0]', \n"," 'activation_247[0][0]'] \n"," \n"," conv2d_252 (Conv2D) (None, 10, 10, 192) 147456 ['mixed6[0][0]'] \n"," \n"," batch_normalization_252 (Batch (None, 10, 10, 192) 576 ['conv2d_252[0][0]'] \n"," Normalization) \n"," \n"," activation_252 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_252[0][0]']\n"," \n"," conv2d_253 (Conv2D) (None, 10, 10, 192) 258048 ['activation_252[0][0]'] \n"," \n"," batch_normalization_253 (Batch (None, 10, 10, 192) 576 ['conv2d_253[0][0]'] \n"," Normalization) \n"," \n"," activation_253 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_253[0][0]']\n"," \n"," conv2d_249 (Conv2D) (None, 10, 10, 192) 147456 ['mixed6[0][0]'] \n"," \n"," conv2d_254 (Conv2D) (None, 10, 10, 192) 258048 ['activation_253[0][0]'] \n"," \n"," batch_normalization_249 (Batch (None, 10, 10, 192) 576 ['conv2d_249[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_254 (Batch (None, 10, 10, 192) 576 ['conv2d_254[0][0]'] \n"," Normalization) \n"," \n"," activation_249 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_249[0][0]']\n"," \n"," activation_254 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_254[0][0]']\n"," \n"," conv2d_250 (Conv2D) (None, 10, 10, 192) 258048 ['activation_249[0][0]'] \n"," \n"," conv2d_255 (Conv2D) (None, 10, 10, 192) 258048 ['activation_254[0][0]'] \n"," \n"," batch_normalization_250 (Batch (None, 10, 10, 192) 576 ['conv2d_250[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_255 (Batch (None, 10, 10, 192) 576 ['conv2d_255[0][0]'] \n"," Normalization) \n"," \n"," activation_250 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_250[0][0]']\n"," \n"," activation_255 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_255[0][0]']\n"," \n"," average_pooling2d_24 (AverageP (None, 10, 10, 768) 0 ['mixed6[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_248 (Conv2D) (None, 10, 10, 192) 147456 ['mixed6[0][0]'] \n"," \n"," conv2d_251 (Conv2D) (None, 10, 10, 192) 258048 ['activation_250[0][0]'] \n"," \n"," conv2d_256 (Conv2D) (None, 10, 10, 192) 258048 ['activation_255[0][0]'] \n"," \n"," conv2d_257 (Conv2D) (None, 10, 10, 192) 147456 ['average_pooling2d_24[0][0]'] \n"," \n"," batch_normalization_248 (Batch (None, 10, 10, 192) 576 ['conv2d_248[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_251 (Batch (None, 10, 10, 192) 576 ['conv2d_251[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_256 (Batch (None, 10, 10, 192) 576 ['conv2d_256[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_257 (Batch (None, 10, 10, 192) 576 ['conv2d_257[0][0]'] \n"," Normalization) \n"," \n"," activation_248 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_248[0][0]']\n"," \n"," activation_251 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_251[0][0]']\n"," \n"," activation_256 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_256[0][0]']\n"," \n"," activation_257 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_257[0][0]']\n"," \n"," mixed7 (Concatenate) (None, 10, 10, 768) 0 ['activation_248[0][0]', \n"," 'activation_251[0][0]', \n"," 'activation_256[0][0]', \n"," 'activation_257[0][0]'] \n"," \n"," conv2d_260 (Conv2D) (None, 10, 10, 192) 147456 ['mixed7[0][0]'] \n"," \n"," batch_normalization_260 (Batch (None, 10, 10, 192) 576 ['conv2d_260[0][0]'] \n"," Normalization) \n"," \n"," activation_260 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_260[0][0]']\n"," \n"," conv2d_261 (Conv2D) (None, 10, 10, 192) 258048 ['activation_260[0][0]'] \n"," \n"," batch_normalization_261 (Batch (None, 10, 10, 192) 576 ['conv2d_261[0][0]'] \n"," Normalization) \n"," \n"," activation_261 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_261[0][0]']\n"," \n"," conv2d_258 (Conv2D) (None, 10, 10, 192) 147456 ['mixed7[0][0]'] \n"," \n"," conv2d_262 (Conv2D) (None, 10, 10, 192) 258048 ['activation_261[0][0]'] \n"," \n"," batch_normalization_258 (Batch (None, 10, 10, 192) 576 ['conv2d_258[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_262 (Batch (None, 10, 10, 192) 576 ['conv2d_262[0][0]'] \n"," Normalization) \n"," \n"," activation_258 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_258[0][0]']\n"," \n"," activation_262 (Activation) (None, 10, 10, 192) 0 ['batch_normalization_262[0][0]']\n"," \n"," conv2d_259 (Conv2D) (None, 4, 4, 320) 552960 ['activation_258[0][0]'] \n"," \n"," conv2d_263 (Conv2D) (None, 4, 4, 192) 331776 ['activation_262[0][0]'] \n"," \n"," batch_normalization_259 (Batch (None, 4, 4, 320) 960 ['conv2d_259[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_263 (Batch (None, 4, 4, 192) 576 ['conv2d_263[0][0]'] \n"," Normalization) \n"," \n"," activation_259 (Activation) (None, 4, 4, 320) 0 ['batch_normalization_259[0][0]']\n"," \n"," activation_263 (Activation) (None, 4, 4, 192) 0 ['batch_normalization_263[0][0]']\n"," \n"," max_pooling2d_11 (MaxPooling2D (None, 4, 4, 768) 0 ['mixed7[0][0]'] \n"," ) \n"," \n"," mixed8 (Concatenate) (None, 4, 4, 1280) 0 ['activation_259[0][0]', \n"," 'activation_263[0][0]', \n"," 'max_pooling2d_11[0][0]'] \n"," \n"," conv2d_268 (Conv2D) (None, 4, 4, 448) 573440 ['mixed8[0][0]'] \n"," \n"," batch_normalization_268 (Batch (None, 4, 4, 448) 1344 ['conv2d_268[0][0]'] \n"," Normalization) \n"," \n"," activation_268 (Activation) (None, 4, 4, 448) 0 ['batch_normalization_268[0][0]']\n"," \n"," conv2d_265 (Conv2D) (None, 4, 4, 384) 491520 ['mixed8[0][0]'] \n"," \n"," conv2d_269 (Conv2D) (None, 4, 4, 384) 1548288 ['activation_268[0][0]'] \n"," \n"," batch_normalization_265 (Batch (None, 4, 4, 384) 1152 ['conv2d_265[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_269 (Batch (None, 4, 4, 384) 1152 ['conv2d_269[0][0]'] \n"," Normalization) \n"," \n"," activation_265 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_265[0][0]']\n"," \n"," activation_269 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_269[0][0]']\n"," \n"," conv2d_266 (Conv2D) (None, 4, 4, 384) 442368 ['activation_265[0][0]'] \n"," \n"," conv2d_267 (Conv2D) (None, 4, 4, 384) 442368 ['activation_265[0][0]'] \n"," \n"," conv2d_270 (Conv2D) (None, 4, 4, 384) 442368 ['activation_269[0][0]'] \n"," \n"," conv2d_271 (Conv2D) (None, 4, 4, 384) 442368 ['activation_269[0][0]'] \n"," \n"," average_pooling2d_25 (AverageP (None, 4, 4, 1280) 0 ['mixed8[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_264 (Conv2D) (None, 4, 4, 320) 409600 ['mixed8[0][0]'] \n"," \n"," batch_normalization_266 (Batch (None, 4, 4, 384) 1152 ['conv2d_266[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_267 (Batch (None, 4, 4, 384) 1152 ['conv2d_267[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_270 (Batch (None, 4, 4, 384) 1152 ['conv2d_270[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_271 (Batch (None, 4, 4, 384) 1152 ['conv2d_271[0][0]'] \n"," Normalization) \n"," \n"," conv2d_272 (Conv2D) (None, 4, 4, 192) 245760 ['average_pooling2d_25[0][0]'] \n"," \n"," batch_normalization_264 (Batch (None, 4, 4, 320) 960 ['conv2d_264[0][0]'] \n"," Normalization) \n"," \n"," activation_266 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_266[0][0]']\n"," \n"," activation_267 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_267[0][0]']\n"," \n"," activation_270 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_270[0][0]']\n"," \n"," activation_271 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_271[0][0]']\n"," \n"," batch_normalization_272 (Batch (None, 4, 4, 192) 576 ['conv2d_272[0][0]'] \n"," Normalization) \n"," \n"," activation_264 (Activation) (None, 4, 4, 320) 0 ['batch_normalization_264[0][0]']\n"," \n"," mixed9_0 (Concatenate) (None, 4, 4, 768) 0 ['activation_266[0][0]', \n"," 'activation_267[0][0]'] \n"," \n"," concatenate_4 (Concatenate) (None, 4, 4, 768) 0 ['activation_270[0][0]', \n"," 'activation_271[0][0]'] \n"," \n"," activation_272 (Activation) (None, 4, 4, 192) 0 ['batch_normalization_272[0][0]']\n"," \n"," mixed9 (Concatenate) (None, 4, 4, 2048) 0 ['activation_264[0][0]', \n"," 'mixed9_0[0][0]', \n"," 'concatenate_4[0][0]', \n"," 'activation_272[0][0]'] \n"," \n"," conv2d_277 (Conv2D) (None, 4, 4, 448) 917504 ['mixed9[0][0]'] \n"," \n"," batch_normalization_277 (Batch (None, 4, 4, 448) 1344 ['conv2d_277[0][0]'] \n"," Normalization) \n"," \n"," activation_277 (Activation) (None, 4, 4, 448) 0 ['batch_normalization_277[0][0]']\n"," \n"," conv2d_274 (Conv2D) (None, 4, 4, 384) 786432 ['mixed9[0][0]'] \n"," \n"," conv2d_278 (Conv2D) (None, 4, 4, 384) 1548288 ['activation_277[0][0]'] \n"," \n"," batch_normalization_274 (Batch (None, 4, 4, 384) 1152 ['conv2d_274[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_278 (Batch (None, 4, 4, 384) 1152 ['conv2d_278[0][0]'] \n"," Normalization) \n"," \n"," activation_274 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_274[0][0]']\n"," \n"," activation_278 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_278[0][0]']\n"," \n"," conv2d_275 (Conv2D) (None, 4, 4, 384) 442368 ['activation_274[0][0]'] \n"," \n"," conv2d_276 (Conv2D) (None, 4, 4, 384) 442368 ['activation_274[0][0]'] \n"," \n"," conv2d_279 (Conv2D) (None, 4, 4, 384) 442368 ['activation_278[0][0]'] \n"," \n"," conv2d_280 (Conv2D) (None, 4, 4, 384) 442368 ['activation_278[0][0]'] \n"," \n"," average_pooling2d_26 (AverageP (None, 4, 4, 2048) 0 ['mixed9[0][0]'] \n"," ooling2D) \n"," \n"," conv2d_273 (Conv2D) (None, 4, 4, 320) 655360 ['mixed9[0][0]'] \n"," \n"," batch_normalization_275 (Batch (None, 4, 4, 384) 1152 ['conv2d_275[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_276 (Batch (None, 4, 4, 384) 1152 ['conv2d_276[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_279 (Batch (None, 4, 4, 384) 1152 ['conv2d_279[0][0]'] \n"," Normalization) \n"," \n"," batch_normalization_280 (Batch (None, 4, 4, 384) 1152 ['conv2d_280[0][0]'] \n"," Normalization) \n"," \n"," conv2d_281 (Conv2D) (None, 4, 4, 192) 393216 ['average_pooling2d_26[0][0]'] \n"," \n"," batch_normalization_273 (Batch (None, 4, 4, 320) 960 ['conv2d_273[0][0]'] \n"," Normalization) \n"," \n"," activation_275 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_275[0][0]']\n"," \n"," activation_276 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_276[0][0]']\n"," \n"," activation_279 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_279[0][0]']\n"," \n"," activation_280 (Activation) (None, 4, 4, 384) 0 ['batch_normalization_280[0][0]']\n"," \n"," batch_normalization_281 (Batch (None, 4, 4, 192) 576 ['conv2d_281[0][0]'] \n"," Normalization) \n"," \n"," activation_273 (Activation) (None, 4, 4, 320) 0 ['batch_normalization_273[0][0]']\n"," \n"," mixed9_1 (Concatenate) (None, 4, 4, 768) 0 ['activation_275[0][0]', \n"," 'activation_276[0][0]'] \n"," \n"," concatenate_5 (Concatenate) (None, 4, 4, 768) 0 ['activation_279[0][0]', \n"," 'activation_280[0][0]'] \n"," \n"," activation_281 (Activation) (None, 4, 4, 192) 0 ['batch_normalization_281[0][0]']\n"," \n"," mixed10 (Concatenate) (None, 4, 4, 2048) 0 ['activation_273[0][0]', \n"," 'mixed9_1[0][0]', \n"," 'concatenate_5[0][0]', \n"," 'activation_281[0][0]'] \n"," \n","==================================================================================================\n","Total params: 21,802,784\n","Trainable params: 21,768,352\n","Non-trainable params: 34,432\n","__________________________________________________________________________________________________\n"]}]},{"cell_type":"code","source":["inception_output_layer = base_model.get_layer('mixed7')\n","print('Inception model output shape:', inception_output_layer.output_shape)\n","\n","inception_output = base_model.output"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"WE82bt7LDq07","executionInfo":{"status":"ok","timestamp":1679719530287,"user_tz":-330,"elapsed":9,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"d22b57e5-2559-4331-e684-56785c4baa69"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Inception model output shape: (None, 10, 10, 768)\n"]}]},{"cell_type":"code","source":["from tensorflow.keras.optimizers import RMSprop\n","from keras import models, layers, optimizers\n","\n","# x = layers.Flatten()(base_model.output)\n","\n","x = layers.GlobalAveragePooling2D()(inception_output)\n","x = layers.Dense(1024, activation='relu')(x)\n","x = layers.Dropout(0.2)(x)\n","\n","x = layers.Dense(51, activation='softmax')(x)\n","\n","model = tf.keras.models.Model(base_model.input, x)\n","\n","model.compile(optimizer = RMSprop(lr=0.0001), loss = 'categorical_crossentropy', metrics = ['acc'])\n","\n","for layer in model.layers[:249]:\n"," layer.trainable = False\n","for layer in model.layers[249:]:\n"," layer.trainable = True"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"-0Ob5E5K_W3u","executionInfo":{"status":"ok","timestamp":1679719532982,"user_tz":-330,"elapsed":668,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"0452dd5c-94b0-409c-e044-24edb8a9713f"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stderr","text":["WARNING:absl:`lr` is deprecated, please use `learning_rate` instead, or use the legacy optimizer, e.g.,tf.keras.optimizers.legacy.RMSprop.\n"]}]},{"cell_type":"code","source":["reduce_lr = ReduceLROnPlateau(monitor='val_acc',patience=5,mode='max',verbose=1,min_lr=0.001,factor=0.1)\n","model_checkpoint = ModelCheckpoint('checkpoint/',monitor='val_acc',mode='max',save_best_only=True,verbose=1)\n","early_stopping = EarlyStopping(monitor='val_acc',mode='max',verbose=1,patience=90)\n","\n","hist = model.fit_generator(train,\n"," # epochs=10,\n"," # batch_size=32,\n"," steps_per_epoch = 50, \n"," validation_steps=50,\n"," epochs = 100,\n"," validation_data=val,\n"," callbacks=[reduce_lr,model_checkpoint,early_stopping])"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"BiBExc1qDcYK","executionInfo":{"status":"ok","timestamp":1679728480600,"user_tz":-330,"elapsed":8751699,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"2be1e0d1-2022-482e-8c39-ecbd37893a35"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Epoch 1/100\n","50/50 [==============================] - ETA: 0s - loss: 3.2163 - acc: 0.0844\n","Epoch 1: val_acc improved from -inf to 0.04094, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 91s 2s/step - loss: 3.2163 - acc: 0.0844 - val_loss: 6.3505 - val_acc: 0.0409 - lr: 0.0010\n","Epoch 2/100\n","50/50 [==============================] - ETA: 0s - loss: 3.0185 - acc: 0.1175\n","Epoch 2: val_acc did not improve from 0.04094\n","50/50 [==============================] - 62s 1s/step - loss: 3.0185 - acc: 0.1175 - val_loss: 8.1932 - val_acc: 0.0362 - lr: 0.0010\n","Epoch 3/100\n","50/50 [==============================] - ETA: 0s - loss: 2.8465 - acc: 0.1406\n","Epoch 3: val_acc improved from 0.04094 to 0.22875, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 97s 2s/step - loss: 2.8465 - acc: 0.1406 - val_loss: 3.2419 - val_acc: 0.2288 - lr: 0.0010\n","Epoch 4/100\n","50/50 [==============================] - ETA: 0s - loss: 2.5468 - acc: 0.2081\n","Epoch 4: val_acc did not improve from 0.22875\n","50/50 [==============================] - 62s 1s/step - loss: 2.5468 - acc: 0.2081 - val_loss: 3.1433 - val_acc: 0.1691 - lr: 0.0010\n","Epoch 5/100\n","50/50 [==============================] - ETA: 0s - loss: 2.2639 - acc: 0.3025\n","Epoch 5: val_acc improved from 0.22875 to 0.31625, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 97s 2s/step - loss: 2.2639 - acc: 0.3025 - val_loss: 2.5242 - val_acc: 0.3162 - lr: 0.0010\n","Epoch 6/100\n","50/50 [==============================] - ETA: 0s - loss: 2.0041 - acc: 0.3613\n","Epoch 6: val_acc did not improve from 0.31625\n","50/50 [==============================] - 55s 1s/step - loss: 2.0041 - acc: 0.3613 - val_loss: 4.2670 - val_acc: 0.2316 - lr: 0.0010\n","Epoch 7/100\n","50/50 [==============================] - ETA: 0s - loss: 1.7925 - acc: 0.4281\n","Epoch 7: val_acc improved from 0.31625 to 0.39031, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 95s 2s/step - loss: 1.7925 - acc: 0.4281 - val_loss: 2.3994 - val_acc: 0.3903 - lr: 0.0010\n","Epoch 8/100\n","50/50 [==============================] - ETA: 0s - loss: 1.5893 - acc: 0.4756\n","Epoch 8: val_acc improved from 0.39031 to 0.44063, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 95s 2s/step - loss: 1.5893 - acc: 0.4756 - val_loss: 1.8510 - val_acc: 0.4406 - lr: 0.0010\n","Epoch 9/100\n","50/50 [==============================] - ETA: 0s - loss: 1.3755 - acc: 0.5462\n","Epoch 9: val_acc improved from 0.44063 to 0.49125, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 95s 2s/step - loss: 1.3755 - acc: 0.5462 - val_loss: 1.8386 - val_acc: 0.4913 - lr: 0.0010\n","Epoch 10/100\n","50/50 [==============================] - ETA: 0s - loss: 1.3035 - acc: 0.5675\n","Epoch 10: val_acc improved from 0.49125 to 0.50781, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 97s 2s/step - loss: 1.3035 - acc: 0.5675 - val_loss: 1.6687 - val_acc: 0.5078 - lr: 0.0010\n","Epoch 11/100\n","50/50 [==============================] - ETA: 0s - loss: 1.1728 - acc: 0.6162\n","Epoch 11: val_acc did not improve from 0.50781\n","50/50 [==============================] - 61s 1s/step - loss: 1.1728 - acc: 0.6162 - val_loss: 4.1225 - val_acc: 0.4056 - lr: 0.0010\n","Epoch 12/100\n","50/50 [==============================] - ETA: 0s - loss: 1.0774 - acc: 0.6606\n","Epoch 12: val_acc improved from 0.50781 to 0.52125, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 98s 2s/step - loss: 1.0774 - acc: 0.6606 - val_loss: 1.9616 - val_acc: 0.5213 - lr: 0.0010\n","Epoch 13/100\n","50/50 [==============================] - ETA: 0s - loss: 0.9737 - acc: 0.6800\n","Epoch 13: val_acc improved from 0.52125 to 0.63406, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 98s 2s/step - loss: 0.9737 - acc: 0.6800 - val_loss: 1.3415 - val_acc: 0.6341 - lr: 0.0010\n","Epoch 14/100\n","50/50 [==============================] - ETA: 0s - loss: 0.9229 - acc: 0.6988\n","Epoch 14: val_acc did not improve from 0.63406\n","50/50 [==============================] - 62s 1s/step - loss: 0.9229 - acc: 0.6988 - val_loss: 2.0517 - val_acc: 0.5322 - lr: 0.0010\n","Epoch 15/100\n","50/50 [==============================] - ETA: 0s - loss: 0.8487 - acc: 0.7138\n","Epoch 15: val_acc did not improve from 0.63406\n","50/50 [==============================] - 62s 1s/step - loss: 0.8487 - acc: 0.7138 - val_loss: 2.4598 - val_acc: 0.5534 - lr: 0.0010\n","Epoch 16/100\n","50/50 [==============================] - ETA: 0s - loss: 0.8467 - acc: 0.7344\n","Epoch 16: val_acc improved from 0.63406 to 0.68156, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 95s 2s/step - loss: 0.8467 - acc: 0.7344 - val_loss: 1.1328 - val_acc: 0.6816 - lr: 0.0010\n","Epoch 17/100\n","50/50 [==============================] - ETA: 0s - loss: 0.7822 - acc: 0.7500\n","Epoch 17: val_acc did not improve from 0.68156\n","50/50 [==============================] - 56s 1s/step - loss: 0.7822 - acc: 0.7500 - val_loss: 1.4762 - val_acc: 0.6513 - lr: 0.0010\n","Epoch 18/100\n","50/50 [==============================] - ETA: 0s - loss: 0.7252 - acc: 0.7669\n","Epoch 18: val_acc did not improve from 0.68156\n","50/50 [==============================] - 62s 1s/step - loss: 0.7252 - acc: 0.7669 - val_loss: 1.9694 - val_acc: 0.6072 - lr: 0.0010\n","Epoch 19/100\n","50/50 [==============================] - ETA: 0s - loss: 0.7137 - acc: 0.7744\n","Epoch 19: val_acc improved from 0.68156 to 0.69219, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 95s 2s/step - loss: 0.7137 - acc: 0.7744 - val_loss: 1.1342 - val_acc: 0.6922 - lr: 0.0010\n","Epoch 20/100\n","50/50 [==============================] - ETA: 0s - loss: 0.6573 - acc: 0.8019\n","Epoch 20: val_acc did not improve from 0.69219\n","50/50 [==============================] - 54s 1s/step - loss: 0.6573 - acc: 0.8019 - val_loss: 1.1403 - val_acc: 0.6831 - lr: 0.0010\n","Epoch 21/100\n","50/50 [==============================] - ETA: 0s - loss: 0.6220 - acc: 0.7981\n","Epoch 21: val_acc improved from 0.69219 to 0.81125, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 96s 2s/step - loss: 0.6220 - acc: 0.7981 - val_loss: 0.7989 - val_acc: 0.8112 - lr: 0.0010\n","Epoch 22/100\n","50/50 [==============================] - ETA: 0s - loss: 0.6593 - acc: 0.7900\n","Epoch 22: val_acc improved from 0.81125 to 0.81875, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 96s 2s/step - loss: 0.6593 - acc: 0.7900 - val_loss: 0.5988 - val_acc: 0.8188 - lr: 0.0010\n","Epoch 23/100\n","50/50 [==============================] - ETA: 0s - loss: 0.6238 - acc: 0.8031\n","Epoch 23: val_acc did not improve from 0.81875\n","50/50 [==============================] - 63s 1s/step - loss: 0.6238 - acc: 0.8031 - val_loss: 0.7833 - val_acc: 0.7784 - lr: 0.0010\n","Epoch 24/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5663 - acc: 0.8213\n","Epoch 24: val_acc did not improve from 0.81875\n","50/50 [==============================] - 57s 1s/step - loss: 0.5663 - acc: 0.8213 - val_loss: 1.0697 - val_acc: 0.7563 - lr: 0.0010\n","Epoch 25/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5683 - acc: 0.8263\n","Epoch 25: val_acc improved from 0.81875 to 0.84750, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 97s 2s/step - loss: 0.5683 - acc: 0.8263 - val_loss: 0.5906 - val_acc: 0.8475 - lr: 0.0010\n","Epoch 26/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5849 - acc: 0.8300\n","Epoch 26: val_acc improved from 0.84750 to 0.85094, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 98s 2s/step - loss: 0.5849 - acc: 0.8300 - val_loss: 0.5270 - val_acc: 0.8509 - lr: 0.0010\n","Epoch 27/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5215 - acc: 0.8456\n","Epoch 27: val_acc improved from 0.85094 to 0.86281, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 98s 2s/step - loss: 0.5215 - acc: 0.8456 - val_loss: 0.4294 - val_acc: 0.8628 - lr: 0.0010\n","Epoch 28/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5001 - acc: 0.8531\n","Epoch 28: val_acc did not improve from 0.86281\n","50/50 [==============================] - 61s 1s/step - loss: 0.5001 - acc: 0.8531 - val_loss: 0.6365 - val_acc: 0.8406 - lr: 0.0010\n","Epoch 29/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4903 - acc: 0.8419\n","Epoch 29: val_acc improved from 0.86281 to 0.88937, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 91s 2s/step - loss: 0.4903 - acc: 0.8419 - val_loss: 0.4062 - val_acc: 0.8894 - lr: 0.0010\n","Epoch 30/100\n","50/50 [==============================] - ETA: 0s - loss: 0.5350 - acc: 0.8313\n","Epoch 30: val_acc did not improve from 0.88937\n","50/50 [==============================] - 55s 1s/step - loss: 0.5350 - acc: 0.8313 - val_loss: 0.6007 - val_acc: 0.8309 - lr: 0.0010\n","Epoch 31/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4647 - acc: 0.8581\n","Epoch 31: val_acc did not improve from 0.88937\n","50/50 [==============================] - 62s 1s/step - loss: 0.4647 - acc: 0.8581 - val_loss: 1.1384 - val_acc: 0.7628 - lr: 0.0010\n","Epoch 32/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4304 - acc: 0.8637\n","Epoch 32: val_acc did not improve from 0.88937\n","50/50 [==============================] - 55s 1s/step - loss: 0.4304 - acc: 0.8637 - val_loss: 0.5705 - val_acc: 0.8500 - lr: 0.0010\n","Epoch 33/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4949 - acc: 0.8494\n","Epoch 33: val_acc did not improve from 0.88937\n","50/50 [==============================] - 63s 1s/step - loss: 0.4949 - acc: 0.8494 - val_loss: 0.4840 - val_acc: 0.8659 - lr: 0.0010\n","Epoch 34/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3864 - acc: 0.8763\n","Epoch 34: val_acc did not improve from 0.88937\n","50/50 [==============================] - 64s 1s/step - loss: 0.3864 - acc: 0.8763 - val_loss: 0.5968 - val_acc: 0.8297 - lr: 0.0010\n","Epoch 35/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4506 - acc: 0.8625\n","Epoch 35: val_acc did not improve from 0.88937\n","50/50 [==============================] - 63s 1s/step - loss: 0.4506 - acc: 0.8625 - val_loss: 0.6785 - val_acc: 0.8438 - lr: 0.0010\n","Epoch 36/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3821 - acc: 0.8875\n","Epoch 36: val_acc did not improve from 0.88937\n","50/50 [==============================] - 61s 1s/step - loss: 0.3821 - acc: 0.8875 - val_loss: 1.0670 - val_acc: 0.7959 - lr: 0.0010\n","Epoch 37/100\n","50/50 [==============================] - ETA: 0s - loss: 0.4379 - acc: 0.8656\n","Epoch 37: val_acc did not improve from 0.88937\n","50/50 [==============================] - 57s 1s/step - loss: 0.4379 - acc: 0.8656 - val_loss: 0.5010 - val_acc: 0.8478 - lr: 0.0010\n","Epoch 38/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3587 - acc: 0.8919\n","Epoch 38: val_acc did not improve from 0.88937\n","50/50 [==============================] - 61s 1s/step - loss: 0.3587 - acc: 0.8919 - val_loss: 0.6754 - val_acc: 0.8369 - lr: 0.0010\n","Epoch 39/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3853 - acc: 0.8863\n","Epoch 39: val_acc did not improve from 0.88937\n","50/50 [==============================] - 61s 1s/step - loss: 0.3853 - acc: 0.8863 - val_loss: 0.4799 - val_acc: 0.8616 - lr: 0.0010\n","Epoch 40/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3707 - acc: 0.8900\n","Epoch 40: val_acc did not improve from 0.88937\n","50/50 [==============================] - 54s 1s/step - loss: 0.3707 - acc: 0.8900 - val_loss: 0.6031 - val_acc: 0.8294 - lr: 0.0010\n","Epoch 41/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3846 - acc: 0.8838\n","Epoch 41: val_acc did not improve from 0.88937\n","50/50 [==============================] - 61s 1s/step - loss: 0.3846 - acc: 0.8838 - val_loss: 0.3740 - val_acc: 0.8841 - lr: 0.0010\n","Epoch 42/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3425 - acc: 0.9019\n","Epoch 42: val_acc did not improve from 0.88937\n","50/50 [==============================] - 62s 1s/step - loss: 0.3425 - acc: 0.9019 - val_loss: 0.3892 - val_acc: 0.8878 - lr: 0.0010\n","Epoch 43/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3810 - acc: 0.8850\n","Epoch 43: val_acc did not improve from 0.88937\n","50/50 [==============================] - 54s 1s/step - loss: 0.3810 - acc: 0.8850 - val_loss: 0.4298 - val_acc: 0.8775 - lr: 0.0010\n","Epoch 44/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3411 - acc: 0.8963\n","Epoch 44: val_acc did not improve from 0.88937\n","50/50 [==============================] - 63s 1s/step - loss: 0.3411 - acc: 0.8963 - val_loss: 1.1167 - val_acc: 0.7462 - lr: 0.0010\n","Epoch 45/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3129 - acc: 0.9056\n","Epoch 45: val_acc improved from 0.88937 to 0.89594, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 88s 2s/step - loss: 0.3129 - acc: 0.9056 - val_loss: 0.3683 - val_acc: 0.8959 - lr: 0.0010\n","Epoch 46/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3580 - acc: 0.8869\n","Epoch 46: val_acc improved from 0.89594 to 0.90438, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 97s 2s/step - loss: 0.3580 - acc: 0.8869 - val_loss: 0.2961 - val_acc: 0.9044 - lr: 0.0010\n","Epoch 47/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3563 - acc: 0.8969\n","Epoch 47: val_acc did not improve from 0.90438\n","50/50 [==============================] - 61s 1s/step - loss: 0.3563 - acc: 0.8969 - val_loss: 0.4209 - val_acc: 0.8988 - lr: 0.0010\n","Epoch 48/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3347 - acc: 0.9087\n","Epoch 48: val_acc did not improve from 0.90438\n","50/50 [==============================] - 61s 1s/step - loss: 0.3347 - acc: 0.9087 - val_loss: 0.4470 - val_acc: 0.8875 - lr: 0.0010\n","Epoch 49/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3503 - acc: 0.8963\n","Epoch 49: val_acc did not improve from 0.90438\n","50/50 [==============================] - 61s 1s/step - loss: 0.3503 - acc: 0.8963 - val_loss: 0.4670 - val_acc: 0.8894 - lr: 0.0010\n","Epoch 50/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2776 - acc: 0.9206\n","Epoch 50: val_acc improved from 0.90438 to 0.90844, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 88s 2s/step - loss: 0.2776 - acc: 0.9206 - val_loss: 0.3722 - val_acc: 0.9084 - lr: 0.0010\n","Epoch 51/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2940 - acc: 0.9150\n","Epoch 51: val_acc did not improve from 0.90844\n","50/50 [==============================] - 62s 1s/step - loss: 0.2940 - acc: 0.9150 - val_loss: 0.4533 - val_acc: 0.8847 - lr: 0.0010\n","Epoch 52/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3323 - acc: 0.9013\n","Epoch 52: val_acc did not improve from 0.90844\n","50/50 [==============================] - 62s 1s/step - loss: 0.3323 - acc: 0.9013 - val_loss: 0.4099 - val_acc: 0.8900 - lr: 0.0010\n","Epoch 53/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2741 - acc: 0.9194\n","Epoch 53: val_acc did not improve from 0.90844\n","50/50 [==============================] - 61s 1s/step - loss: 0.2741 - acc: 0.9194 - val_loss: 0.7604 - val_acc: 0.8359 - lr: 0.0010\n","Epoch 54/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3187 - acc: 0.9006\n","Epoch 54: val_acc did not improve from 0.90844\n","50/50 [==============================] - 61s 1s/step - loss: 0.3187 - acc: 0.9006 - val_loss: 0.3766 - val_acc: 0.9016 - lr: 0.0010\n","Epoch 55/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3123 - acc: 0.9025\n","Epoch 55: val_acc did not improve from 0.90844\n","50/50 [==============================] - 61s 1s/step - loss: 0.3123 - acc: 0.9025 - val_loss: 0.3577 - val_acc: 0.8997 - lr: 0.0010\n","Epoch 56/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2506 - acc: 0.9256\n","Epoch 56: val_acc improved from 0.90844 to 0.92531, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 96s 2s/step - loss: 0.2506 - acc: 0.9256 - val_loss: 0.2477 - val_acc: 0.9253 - lr: 0.0010\n","Epoch 57/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2439 - acc: 0.9225\n","Epoch 57: val_acc did not improve from 0.92531\n","50/50 [==============================] - 61s 1s/step - loss: 0.2439 - acc: 0.9225 - val_loss: 0.6966 - val_acc: 0.8684 - lr: 0.0010\n","Epoch 58/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2749 - acc: 0.9137\n","Epoch 58: val_acc did not improve from 0.92531\n","50/50 [==============================] - 62s 1s/step - loss: 0.2749 - acc: 0.9137 - val_loss: 0.4752 - val_acc: 0.8766 - lr: 0.0010\n","Epoch 59/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2657 - acc: 0.9144\n","Epoch 59: val_acc did not improve from 0.92531\n","50/50 [==============================] - 62s 1s/step - loss: 0.2657 - acc: 0.9144 - val_loss: 0.3719 - val_acc: 0.9009 - lr: 0.0010\n","Epoch 60/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3317 - acc: 0.9050\n","Epoch 60: val_acc did not improve from 0.92531\n","50/50 [==============================] - 62s 1s/step - loss: 0.3317 - acc: 0.9050 - val_loss: 0.2839 - val_acc: 0.9212 - lr: 0.0010\n","Epoch 61/100\n","50/50 [==============================] - ETA: 0s - loss: 0.3098 - acc: 0.9119\n","Epoch 61: val_acc did not improve from 0.92531\n","50/50 [==============================] - 63s 1s/step - loss: 0.3098 - acc: 0.9119 - val_loss: 0.3133 - val_acc: 0.9106 - lr: 0.0010\n","Epoch 62/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2821 - acc: 0.9219\n","Epoch 62: val_acc did not improve from 0.92531\n","50/50 [==============================] - 61s 1s/step - loss: 0.2821 - acc: 0.9219 - val_loss: 0.2985 - val_acc: 0.9247 - lr: 0.0010\n","Epoch 63/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2204 - acc: 0.9344\n","Epoch 63: val_acc did not improve from 0.92531\n","50/50 [==============================] - 60s 1s/step - loss: 0.2204 - acc: 0.9344 - val_loss: 0.3175 - val_acc: 0.9056 - lr: 0.0010\n","Epoch 64/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2801 - acc: 0.9206\n","Epoch 64: val_acc improved from 0.92531 to 0.93156, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 86s 2s/step - loss: 0.2801 - acc: 0.9206 - val_loss: 0.2360 - val_acc: 0.9316 - lr: 0.0010\n","Epoch 65/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2284 - acc: 0.9337\n","Epoch 65: val_acc did not improve from 0.93156\n","50/50 [==============================] - 62s 1s/step - loss: 0.2284 - acc: 0.9337 - val_loss: 0.3946 - val_acc: 0.9013 - lr: 0.0010\n","Epoch 66/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2686 - acc: 0.9187\n","Epoch 66: val_acc did not improve from 0.93156\n","50/50 [==============================] - 54s 1s/step - loss: 0.2686 - acc: 0.9187 - val_loss: 0.3017 - val_acc: 0.9231 - lr: 0.0010\n","Epoch 67/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2841 - acc: 0.9294\n","Epoch 67: val_acc did not improve from 0.93156\n","50/50 [==============================] - 61s 1s/step - loss: 0.2841 - acc: 0.9294 - val_loss: 0.4666 - val_acc: 0.8900 - lr: 0.0010\n","Epoch 68/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2513 - acc: 0.9287\n","Epoch 68: val_acc did not improve from 0.93156\n","50/50 [==============================] - 54s 1s/step - loss: 0.2513 - acc: 0.9287 - val_loss: 0.2757 - val_acc: 0.9250 - lr: 0.0010\n","Epoch 69/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2451 - acc: 0.9344\n","Epoch 69: val_acc did not improve from 0.93156\n","50/50 [==============================] - 62s 1s/step - loss: 0.2451 - acc: 0.9344 - val_loss: 0.3531 - val_acc: 0.9137 - lr: 0.0010\n","Epoch 70/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2476 - acc: 0.9306\n","Epoch 70: val_acc did not improve from 0.93156\n","50/50 [==============================] - 62s 1s/step - loss: 0.2476 - acc: 0.9306 - val_loss: 0.3156 - val_acc: 0.9169 - lr: 0.0010\n","Epoch 71/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2305 - acc: 0.9300\n","Epoch 71: val_acc did not improve from 0.93156\n","50/50 [==============================] - 54s 1s/step - loss: 0.2305 - acc: 0.9300 - val_loss: 0.3688 - val_acc: 0.8925 - lr: 0.0010\n","Epoch 72/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2569 - acc: 0.9256\n","Epoch 72: val_acc did not improve from 0.93156\n","50/50 [==============================] - 62s 1s/step - loss: 0.2569 - acc: 0.9256 - val_loss: 0.2624 - val_acc: 0.9216 - lr: 0.0010\n","Epoch 73/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2494 - acc: 0.9350\n","Epoch 73: val_acc did not improve from 0.93156\n","50/50 [==============================] - 61s 1s/step - loss: 0.2494 - acc: 0.9350 - val_loss: 0.3359 - val_acc: 0.9016 - lr: 0.0010\n","Epoch 74/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2139 - acc: 0.9388\n","Epoch 74: val_acc did not improve from 0.93156\n","50/50 [==============================] - 61s 1s/step - loss: 0.2139 - acc: 0.9388 - val_loss: 0.3216 - val_acc: 0.9112 - lr: 0.0010\n","Epoch 75/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2046 - acc: 0.9369\n","Epoch 75: val_acc improved from 0.93156 to 0.94094, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 94s 2s/step - loss: 0.2046 - acc: 0.9369 - val_loss: 0.2252 - val_acc: 0.9409 - lr: 0.0010\n","Epoch 76/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1908 - acc: 0.9475\n","Epoch 76: val_acc did not improve from 0.94094\n","50/50 [==============================] - 60s 1s/step - loss: 0.1908 - acc: 0.9475 - val_loss: 0.1846 - val_acc: 0.9388 - lr: 0.0010\n","Epoch 77/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2275 - acc: 0.9356\n","Epoch 77: val_acc did not improve from 0.94094\n","50/50 [==============================] - 53s 1s/step - loss: 0.2275 - acc: 0.9356 - val_loss: 0.1998 - val_acc: 0.9384 - lr: 0.0010\n","Epoch 78/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2337 - acc: 0.9319\n","Epoch 78: val_acc improved from 0.94094 to 0.94500, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 93s 2s/step - loss: 0.2337 - acc: 0.9319 - val_loss: 0.1917 - val_acc: 0.9450 - lr: 0.0010\n","Epoch 79/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1990 - acc: 0.9388\n","Epoch 79: val_acc did not improve from 0.94500\n","50/50 [==============================] - 54s 1s/step - loss: 0.1990 - acc: 0.9388 - val_loss: 0.3871 - val_acc: 0.9078 - lr: 0.0010\n","Epoch 80/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2179 - acc: 0.9406\n","Epoch 80: val_acc did not improve from 0.94500\n","50/50 [==============================] - 60s 1s/step - loss: 0.2179 - acc: 0.9406 - val_loss: 0.3242 - val_acc: 0.9256 - lr: 0.0010\n","Epoch 81/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2173 - acc: 0.9362\n","Epoch 81: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.2173 - acc: 0.9362 - val_loss: 0.2127 - val_acc: 0.9388 - lr: 0.0010\n","Epoch 82/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2398 - acc: 0.9331\n","Epoch 82: val_acc did not improve from 0.94500\n","50/50 [==============================] - 53s 1s/step - loss: 0.2398 - acc: 0.9331 - val_loss: 0.3920 - val_acc: 0.8975 - lr: 0.0010\n","Epoch 83/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2132 - acc: 0.9350\n","Epoch 83: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.2132 - acc: 0.9350 - val_loss: 0.3101 - val_acc: 0.9169 - lr: 0.0010\n","Epoch 84/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2261 - acc: 0.9369\n","Epoch 84: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.2261 - acc: 0.9369 - val_loss: 0.2975 - val_acc: 0.9150 - lr: 0.0010\n","Epoch 85/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2181 - acc: 0.9400\n","Epoch 85: val_acc did not improve from 0.94500\n","50/50 [==============================] - 54s 1s/step - loss: 0.2181 - acc: 0.9400 - val_loss: 0.5030 - val_acc: 0.8756 - lr: 0.0010\n","Epoch 86/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2149 - acc: 0.9375\n","Epoch 86: val_acc did not improve from 0.94500\n","50/50 [==============================] - 60s 1s/step - loss: 0.2149 - acc: 0.9375 - val_loss: 0.2024 - val_acc: 0.9344 - lr: 0.0010\n","Epoch 87/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1670 - acc: 0.9531\n","Epoch 87: val_acc did not improve from 0.94500\n","50/50 [==============================] - 60s 1s/step - loss: 0.1670 - acc: 0.9531 - val_loss: 0.3116 - val_acc: 0.9319 - lr: 0.0010\n","Epoch 88/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1838 - acc: 0.9469\n","Epoch 88: val_acc did not improve from 0.94500\n","50/50 [==============================] - 60s 1s/step - loss: 0.1838 - acc: 0.9469 - val_loss: 0.2381 - val_acc: 0.9306 - lr: 0.0010\n","Epoch 89/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1849 - acc: 0.9456\n","Epoch 89: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.1849 - acc: 0.9456 - val_loss: 0.4457 - val_acc: 0.8969 - lr: 0.0010\n","Epoch 90/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2631 - acc: 0.9394\n","Epoch 90: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.2631 - acc: 0.9394 - val_loss: 0.3282 - val_acc: 0.9137 - lr: 0.0010\n","Epoch 91/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1475 - acc: 0.9506\n","Epoch 91: val_acc did not improve from 0.94500\n","50/50 [==============================] - 61s 1s/step - loss: 0.1475 - acc: 0.9506 - val_loss: 0.2098 - val_acc: 0.9416 - lr: 0.0010\n","Epoch 92/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2182 - acc: 0.9425\n","Epoch 92: val_acc did not improve from 0.94500\n","50/50 [==============================] - 54s 1s/step - loss: 0.2182 - acc: 0.9425 - val_loss: 0.2776 - val_acc: 0.9256 - lr: 0.0010\n","Epoch 93/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1982 - acc: 0.9444\n","Epoch 93: val_acc improved from 0.94500 to 0.94719, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 93s 2s/step - loss: 0.1982 - acc: 0.9444 - val_loss: 0.1721 - val_acc: 0.9472 - lr: 0.0010\n","Epoch 94/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1951 - acc: 0.9475\n","Epoch 94: val_acc improved from 0.94719 to 0.95000, saving model to checkpoint/\n"]},{"output_type":"stream","name":"stderr","text":["WARNING:absl:Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 94). These functions will not be directly callable after loading.\n"]},{"output_type":"stream","name":"stdout","text":["\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r50/50 [==============================] - 94s 2s/step - loss: 0.1951 - acc: 0.9475 - val_loss: 0.1310 - val_acc: 0.9500 - lr: 0.0010\n","Epoch 95/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1768 - acc: 0.9525\n","Epoch 95: val_acc did not improve from 0.95000\n","50/50 [==============================] - 62s 1s/step - loss: 0.1768 - acc: 0.9525 - val_loss: 0.2286 - val_acc: 0.9209 - lr: 0.0010\n","Epoch 96/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2051 - acc: 0.9456\n","Epoch 96: val_acc did not improve from 0.95000\n","50/50 [==============================] - 62s 1s/step - loss: 0.2051 - acc: 0.9456 - val_loss: 0.2321 - val_acc: 0.9316 - lr: 0.0010\n","Epoch 97/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1635 - acc: 0.9500\n","Epoch 97: val_acc did not improve from 0.95000\n","50/50 [==============================] - 62s 1s/step - loss: 0.1635 - acc: 0.9500 - val_loss: 0.2122 - val_acc: 0.9241 - lr: 0.0010\n","Epoch 98/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1876 - acc: 0.9500\n","Epoch 98: val_acc did not improve from 0.95000\n","50/50 [==============================] - 55s 1s/step - loss: 0.1876 - acc: 0.9500 - val_loss: 0.3049 - val_acc: 0.9125 - lr: 0.0010\n","Epoch 99/100\n","50/50 [==============================] - ETA: 0s - loss: 0.2068 - acc: 0.9438\n","Epoch 99: val_acc did not improve from 0.95000\n","50/50 [==============================] - 61s 1s/step - loss: 0.2068 - acc: 0.9438 - val_loss: 0.3633 - val_acc: 0.8984 - lr: 0.0010\n","Epoch 100/100\n","50/50 [==============================] - ETA: 0s - loss: 0.1900 - acc: 0.9469\n","Epoch 100: val_acc did not improve from 0.95000\n","50/50 [==============================] - 60s 1s/step - loss: 0.1900 - acc: 0.9469 - val_loss: 0.2192 - val_acc: 0.9328 - lr: 0.0010\n"]}]},{"cell_type":"code","source":["h = hist.history\n","plt.style.use('ggplot')\n","plt.figure(figsize=(10, 5))\n","plt.plot(h['loss'], c='red', label='Training Loss')\n","plt.plot(h['val_loss'], c='red', linestyle='--', label='Validation Loss')\n","plt.plot(h['acc'], c='blue', label='Training Accuracy')\n","plt.plot(h['val_acc'], c='blue', linestyle='--', label='Validation Accuracy')\n","plt.xlabel(\"Number of Epochs\")\n","plt.legend(loc='best')\n","plt.show()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":337},"id":"osaygplWDtAP","executionInfo":{"status":"ok","timestamp":1679728564007,"user_tz":-330,"elapsed":774,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"f7738b01-5f3f-418e-e880-9b25ac69b69e"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":["
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5JNP0q5dO39tI1HFL7cZc2qL5N7dhtWKkp1dgREJIYQQ+mSxq3L+gJ89ezaBgYHceeed/se9Xq9e0Tsfbdq0oU2bNoUeY8WKFWUTLKCqKt999x21a9dm06ZNdM2Z6qusne95V0ZVuifJEB8PgC8qCoCMBx4g/ZFHKjIkIYQQIl8TJ05kypQpDB48mGeffZZt27YxZMgQ+vXrx9ChQzlw4AAAGzduZOzYsYCeYE2ePJkRI0bQpUsXFi5c6N9f06ZN/euPGDGCCRMm0L17d+69915y60T/8MMPdO/enQEDBjB16lT/fv9t48aNNGvWjLFjx7J8+XL/8oSEBG699Vbi4uKIi4tj8+bNAHz22Wf+Zffdd5//+X311Vf5xnfNNdcwbtw4evbsCcD48eMZMGAAvXr14r///a9/m7Vr19K/f3/i4uIYOXIkqqrStWtXkpKSAD2Z69Spk//38lZ10rl8+HuSatQAwH2e+W+EEEKIinbq1CmWL1+O0WgkIyODpUuXYjKZ+Omnn3jxxRd5++23z9nmwIEDfPbZZ2RlZXHVVVcxduxYzGZznnV2797NmjVrqFWrFsOGDWPz5s20bt2aKVOm8MUXX1CvXj3uvvvuAuNavnw5w4YNo3///rz44ot4PB7MZjNTp06lc+fOLFy4EJ/PR1ZWFnv37mXevHmsWLGCiIgIUlJSCn3eu3btYs2aNdSrVw/Qk7/w8HAcDgeDBg1i4MCBaJrGww8/7I83JSUFg8HAddddxxdffMGECRNYv349LVu2JDLnrvbyVqWTJEN8PKrdjhYYCIDpwAEM8fG4r7yygiMTQghRWTz5ZAh79pgLX/FfFEWhoJm7WrTw8Mwz6cXe5+DBgzEajQCkp6czceJEDh06hKIoeHJuQvq3Pn36YLVasVqtREVFkZCQcM40Gm3btvUva9myJceOHSMgIID69ev7E5Phw4fn6bXJ5Xa7WbNmDU899RRBQUFcfvnlrFu3jr59+7JhwwbmzZsHgNFoJCQkhM8//5zBgwcTEREBQHh4eKHPu23btv44AN59912+/fZbQJ/G7NChQyQlJdG5c2f/ern7HTVqFOPHj2fChAl8/PHH3HDDDYUer6xU6STJefXVeBs39v8e+M472L79ljM7dlRgVEIIIUT+zp4zbObMmVx55ZUsXLiQY8eOMWLEiHy3sVqt/v8bjUZ8Pt8561gsljzrFGdus3Xr1pGWlkafPn0AcDgc2Gw2+vbtW+R9gD6nWu6gb1VV8yR9Zz/vjRs3sn79er788kvsdjsjRozAdZ6brmJjY4mOjubnn39m+/btLFiwoMDktawVmiSdPHmSOXPm+H+Pj49n5MiRDBo0qFwDKwp3p064O3Xy/65ZrVICQAghRB4l6fGB8p/gNiMjg1q1agHw6aeflvn+GzduzJEjRzh27Bh169YtcKD38uXLmTVrFsOHDwf0CWA7d+6Mw+GgW7duvP/++0yYMMF/ua1r167ceuut3H777f7LbeHh4dSpU4ddu3YxdOhQvv/++wJ7xjIyMggNDcVut3PgwAG2bt0KQLt27Xjsscc4evSo/3Jbbm/SjTfeyP333891111X7CSwNAoduB0TE8PMmTOZOXMmL774IhaLhY4dO16I2Apl2r0bw5kz/t+lTpIQQoiq4q677uKFF16gX79+5XLSt9vtPP/889x0000MGDCAwMBAQkJC8qzjcDhYt26dvxcJ9F6fjh078v333/PMM8+wceNG+vTpw4ABA9i3bx/NmjXj/vvvZ8SIEcTFxfH0008DcNNNN7Fp0ybi4uLYsmVLnt6js/Xs2ROfz0ePHj14/vnnueKKKwCIjIzkpZde4rbbbiMuLo677rrLv02/fv3Iyspi1KhRZf0ynZeiFaPPaseOHXz++edMnz690HVPnjxZqsAKExUVhbF2bZyDB5P2wgsABM2ZQ8isWZw8cgSq0C2G1UlUVBSJOQPqReUibVM5SbuUj+zs7AJP0kVV3j1JF0JWVhaBgYFomsZjjz1Gw4YNuf322ys6rGLbsWMH06ZN8w90L0275Pfe+PcYr1zFyiQ2bNhQYO2E1atXs3r1agBmzJhBVM5t+eXFpGkYkpOx1q/vP5YhZxBZVFAQBAWV6/FF/kwmU7m3vSgZaZvKSdqlfJw5c6ZM6vFUpZo++VmyZAmffvopHo+HVq1aMW7cuCr3nObPn8/ixYt5/fXX/bGX5jnkDoAviiL3JHm9Xu644w5mz55NWFhYoeuXe0+Sy4WlUSNSX3iB7Jy6D8ajRzEdOoTryivBXPw7GUTpyV/FlZe0TeUk7VI+pCep+qqUPUnbtm2jYcOGRUqQLgQlp5Bkbo0kAF+9evjOusVQCCGEEKKkilxx+3yX2irE6dPAP9W2AQynTmH76iuU9JLdySCEEEIIkatISZLT6WTnzp10Out2+4qmtWlDyquv4m3SxL/Msm0bEXfcgfHYsQqMTAghhBDVQZEut9lsNt59993yjqV4YmJwXHNNnkWazQYgZQCEEEIIUWpVdoJbZccOzDkT7eXyJ0nnqdwphBBClLcRI0awbt26PMvefvttHn300fNusyNnxogxY8aQlpZ2zjqzZ89mwYIF5z32d999x759+/y/z5w5k59++qkY0Z/fk08+Sbt27fzVtauzKpskGWbNInzSpDzLpCdJCCFEZTB8+HCWL1+eZ9ny5cv9Va0L88EHHxAaGlqiY/87SXr44Yfp3r17ifb1b6qq8t1331G7dm02bdpUJvvMT2W5q7DKJknKmTP4oqPzLNNy5reRJEkIIURFGjRoED/88ANutxuAY8eOcebMGTp16sSjjz7K1VdfTa9evZg1a1a+23fq1Ink5GQA5s2bR7du3Rg+fDgHDx70r/Phhx8ycOBA4uLimDBhAg6Hg82bN7Nq1SqeffZZ+vbty+HDh5k4cSJfffUVAOvXr6dfv3706dOHyZMn++dM69SpE7NmzaJ///706dOHAwcO5BvXxo0badasGWPHjs2TBCYkJHDrrbcSFxdHXFwcm3Ou9Hz22Wf+Zffddx9AnngAmjZt6t/3Nddcw7hx4+jZsycA48ePZ8CAAfTq1SvP5Lxr166lf//+xMXFMXLkSFRVpWvXriQlJQGc83tJVa2KUmdRTp9GPWtyWwBfo0YkLFuWZzC3EEIIcaGFh4fTtm1b/8l8+fLlDBkyBEVRmDJlCuHh4fh8PkaNGsWePXto0aJFvvvZuXMnK1asYNWqVXi9XgYMGEDr1q0BuPrqq7npppsAePHFF1myZAnjx4+nb9++xMXFMXjw4Dz7cjqdTJo0iU8++YTGjRtz//33++dlA4iIiGDlypUsWrSIBQsW5JvALV++nGHDhtG/f39efPFFPB4PZrOZqVOn0rlzZxYuXOif423v3r3MmzePFStW+Od4K8yuXbtYs2YN9XLK+cyePZvw8HAcDgeDBg1i4MCBGAwGHn74Yb744gv/HG8Gg4HrrruOL774ggkTJrB+/XpatGhBZGRk0RstH1U2SSI+HrVLlzyLNLsdT4cOFRSQEEKIymrEiHNPloMHOxg3LhuHQ2HMmIhzHr/hBhcjRmSSnGzg9tvD8zz2+eeF91DkXnLLTZJmz54NwJdffsmHH36Iz+fjzJkz7N+/v8Ak6ddff2XAgAHY7XYA+vbt639s7969vPTSS6Snp5OVlUWPHj3OG8/BgwepV68ejXM6GK6//noWL17sT5KuvvpqAFq3bs233357zvZut5s1a9bw1FNPERQUxOWXX866devo27cvGzZsYN68eQAYjUZCQkL4/PPPGTx4MBE5s2HkTlZ7Pm3btvUnSADvvvuuP5aTJ09y6NAhUlNT6dy5s3+93P2OGjWK8ePHM2HCBD7++GNGjhxZ6PEKUzWTJJcLJSUlT40kANxu7EuX4mnTBm/z5hUTmxBCCAH079+fadOmsWvXLhwOB61bt+bo0aO8+eabfP3114SFhTFx4kScJRwiMmnSJBYuXEjLli355JNPSj1GyJozZMVoNOLz+c55fN26daSlpfknw3U4HNhstjyJW1GYTCb/oG9VVfF4PP7Hzq6EvXHjRtavX8+XX36J3W5nxIgR/suD+YmNjSU6Opqff/6Z7du38+qrrxYrrnxjLfUeKoLRiOeHH3DkZNa5FK+X8MmTSXviCUmShBBC+J2v58du1/J9XJ/+AiIi1CL1HP1bYGAgV155JZMnT/YP2M7IyMButxMSEkJCQgJr166ly7+uipytc+fOTJo0iXvvvRefz8eqVasYM2YMAJmZmdSsWROPx8PSpUupVasWAEFBQWRlZZ2zr8aNG3Ps2DEOHTpEw4YN+d///kfnzp2L/HyWL1/OrFmz/M8lOzubzp0743A46Natm//SXe7ltq5du3Lrrbdy++23+y+3hYeHU6dOHXbt2sXQoUP5/vvv8yRJZ8vIyCA0NBS73c6BAwfYunUrAO3atWPKlCkcPXrUf7kttzfpxhtv5P777+e6667DaDQW+bkVpGoO3DaZ0Lp1w1e/fp7FMnBbCCFEZTJ8+HD27NnjTyxatmxJq1at6N69O/fccw8dChkictlllzFkyBD69u3LzTffTNu2bf2PPfzwwwwePJjhw4fT5KyxuMOGDeONN96gX79+HD582L/cZrPx8ssvc8cdd9CnTx8MBoM/4SqMw+Fg3bp1/l4k0Ht9OnbsyPfff88zzzzDxo0b6dOnDwMGDGDfvn00a9aM+++/nxEjRhAXF8fTTz8NwE033cSmTZuIi4tjy5YtBc6x17NnT3w+Hz169OD555/niiuuAPT5Dl966SVuu+024uLiuOuuu/zb9OvXj6ysLEaNGlWk51WYIk9wW1zlOcGt8cgRIvfvJ6FTJ7Tg4DyP1W7QgMw77iDj//6v3I4vCiaTdVZe0jaVk7RL+ZAJbquv87XLjh07mDZtGkuXLi1w++JMcFsle5KsGzdiuuUWDPnM0abZbNKTJIQQQlxkXn31VSZMmMD/lWEnSZVMkgzx8QD48rm1T7NaJUkSQgghLjL33nsvv/32Gx07diyzfVbJgduGxES0sDDIqbB9tqTPP0cNCbnwQQkhhBCiWqmSSZIxPh5q1Mj3MW9O5U4hhBAXr3IabiuqgeK8N6rm5bbERLScWx3/zbZiBbZ8imAJIYS4eBgMBhl0Lc7h9XoxGIqe+lTJnqTU+fMJ/1eNpFxB77yDFhCAM6dyqBBCiIuPzWbD6XTicrlQFKVE+7BarectXigqRknbRdM0DAYDtnyG6hSkSiZJvthYiIqCfG6b1Ww2kIHbQghxUVMUxT+VR0lJeYbK6UK2S5W83HY+ms2GIpm/EEIIIUqpeiZJ0pMkhBBCiFKqfkmS1EkSQgghRBmokmOSzid92jTIZ/ZiIYQQQojiqHZJkppPFW4hhBBCiOIqUpKUlZXFggULOHbsGIqicNddd3HJJZeUd2wlYtm0Ccsvv5A5aVJFhyKEEEKIKqxISdJ7771H27ZtefDBB/F6vZW6boR140aCX36ZzAcegGIUjBJCCCGEOFuhWUR2djZ//vknvXv3BsBkMhEYGFjugZWUllMkSsoACCGEEKI0Cu1Jio+PJyQkhNdff50jR47QqFEjxo0bV6yKlRdSbpKEwwGlLCQmhBBCiItXoUmSz+fj0KFDjB8/nqZNm/Lee++xbNkybrjhhjzrrV69mtWrVwMwY8YMoqKiyifiHCaTKd9jGHIGbkcGBupVucUFVVC7iIonbVM5SbtUXtI2ldOFbJdCk6TIyEgiIyNp2rQpAJ07d2bZsmXnrBcXF0dcXJz/9/IuGV5QWXK710s4kHLyJD6rtVxjEOeSMv6Vl7RN5STtUnlJ21RO5dEuMTEx+S4vdExSWFgYkZGRnDx5EoBdu3ZRp06dMg2uLDkGD+bUn3/iq1+/okMRQgghRBVWpLvbxo8fz/z58/F6vdSoUYO77767vOMqOZvtn3FJQgghhBAlVKQkqUGDBsyYMaO8YykTxiNHCHz/fbJuuglfo0YVHY4QQgghqqhqV0jIEB9P0IIFmI4erehQhBBCCFGFVbskScu57V8muRVCCCFEaVS7JInc8UhSTFIIIYQQpVDtkiR/xW3pSRJCCCFEKVS/JCmnNpIkSUIIIYQojSLd3VaVqFFRnDx6FIzGig5FCCGEEFVYtetJQlEkQRJCCCFEqVW/JAkIffxxbN98U9FhCCGEEKIKq5ZJkv3TT7Fs3lzRYQghhBCiCquWSZJmtcrAbSGEEEKUSrVMkrDZUKROkhBCCCFKoVomSZrNBtKTJIQQQohSqJZJkhoWBoZq+dSEEEIIcYFUuzpJAIlffVXRIQghhBCiipPuFiGEEEKIfFTLJClwwQKCn3++osMQQgghRBVWLZMky++/Y/vhh4oOQwghhBBVWLVMkjSbTeokCSGEEKJUqmeSJMUkhRBCCFFK1TJJQnqShBBCCFFK1TJJ8kVGooaHV3QYQgghhKjCilQn6Z577sFms2EwGDAajcyYMaO84yqVzMmTyZw8uaLDEEIIIUQVVuRikk899RQhISHlGYsQQgghRKVRLS+3Wb//noibb0bJzKzoUIQQQghRRRW5J+m5554DoG/fvsTFxZVbQGXBePo0trVrUbKy0IKCKjocIYQQQlRBRUqSpk+fTkREBGlpaTz77LPExMTQokWLPOusXr2a1atXAzBjxgyioqLKPtqzmEymAo9hyFkeYbdDOcch8jpfu4iKJW1TOUm7VF7SNpXThWyXIiVJERERAISGhtKhQwcOHDhwTpIUFxeXp4cpMTGxDMM8V1RUVIHHsHk8RACpp0/jlXFUF9T52kVULGmbyknapfKStqmcyqNdYmJi8l1e6Jgkp9OJw+Hw/3/nzp3Uq1evTIMra5rdDiC1koQQQghRYoX2JKWlpTFr1iwAfD4f3bp1o23btuUdV6loYWF4mjRBM1TLcelCCCGEuAAKTZJq1qzJzJkzL0QsZcbdsSMJP/5Y0WEIIYQQogqTrhYhhBBCiHxUyyTJePw4kddcg+Wnnyo6FCGEEEJUUdUyScLnw/rbbxhPn67oSIQQQghRRVXLJEmz2QC5u00IIYQQJVc9kySrFQDF5argSIQQQghRVVXPJEl6koQQQghRStUyScJqxd2mDaqUkxdCCCFECRV5gtsqRVFI/Oabio5CCCGEEFVY9exJEkIIIYQopWqbJEXcdBPBVaxSuBBCCCEqj+p5uQ0wHTqEGh5e0WEIIYQQooqqtj1Jms0md7cJIYQQosSqd5IkdZKEEEIIUULVO0lyOCo6DCGEEEJUUdV2TJLn8svB663oMIQQQghRRVXbJCl96tSKDkEIIYQQVVi1vdwmhBBCCFEa1TZJCn7hBaIGDy75Dnw+0LSyC0gIIYQQVUq1TZIM6ekYjxwp8fa2778npk4dzJs3l2FUQgghhKgqqm2SpFmtpaqTZDh9GoCATz4pq5CEEEIIUYVU3ySplHWSjAkJACiqWlYhCSGEEKIKqd5Jks8HHk+JtjfEx+v/JieXZVjnCH3wQWJiY8v1GEIIIYQoviInSaqq8sgjjzBjxozyjKfMeC+5BMfAgfoA7BIwnjkDgCExsSzDOocWHKz/R3qshBBCiEqlyEnSN998Q2wV6vFwDhxIyttvg81Wsu379wfAkHPZrbz46tQBQElLK9fjCCGEEKJ4ilRMMikpia1bt3Lttdfy1VdflXdMlUL2zTfjq1UL47Fj5Xoc+/LlgH5ZzxceXq7HEkIIIUTRFSlJWrRoETfffDOO88yFtnr1alavXg3AjBkziIqKKpsIC2Aymc57DGX5ckx33IHnp5/gkkuKt3NVhfh4uP56MBoJKGWs52PZuhWACFVFK+fX7EIorF1ExZG2qZykXSovaZvK6UK2S6FJ0pYtWwgNDaVRo0b88ccfBa4XFxdHXFyc//fEch7LExUVdd5j2NLTiUhJIfXkSbwREcXatyE+nlqXX07ak0/i7NMHNTYWzW4vbcj5isn5NzUjA085v2YXQmHtIiqOtE3lJO1SeUnbVE7l0S4xMTH5Li80Sdq7dy+///4727Ztw+1243A4mD9/Pvfff3+ZBljWtJyxSMp5er8Kkntnm+nQIWr26EHi0qW4O3Ys0/gA0DQ0s5nMO+7Ac8UVZb9/IYQQQpRYoUnS6NGjGT16NAB//PEHX375ZaVPkOCsJKkEtZKMOUmSp2VLoPwGbyvZ2SgeD2pYWLnsXwghhBAlV63rJAElqrqd25PkadVK/728kqScO9pCn32WoLlzy+UYQgghhCiZIg3cztWyZUta5vSuVHZqjRpkX389as2axd42t0aSt1kzNIPBX327rKkxMZw8dIiaHTpgKsU8c0IIIYQoe8VKkqoSX2wsqSXsnXFdeSXpjz2GFhCAGhFRvrWSLBbUmjXLvbK3EEIIIYqn2iZJfpoGilKsTTwdOuDp0AGA9GnT/AUfy5p52zYCPv8cVFWSJCGEEKKSqbZjkpSUFGo3aEDgu+8We1vTgQMYkpIAcFxzDe6chKmsmffsIXDRItSgIEmShBBCiEqm2iZJ2GwoHk+JBm5H3HwzIdOmAWA4cQLz5s1lHJzOkDNw2xUXh7tTp3I5hhBCCCFKptpebtOsVv0/xS0BoGkY4+NRa9QAIOiddwh4/31OHzhQ7Mt2hVFSU/U6SffcU+b7FkIIIUTpVN+eJIMBzWIpdk+SkpaG4nLhy0mS1OhoDE4nSlZW2YeYmqrXSJIESQghhKh0qm+ShF4rqbhJUu7t/rmlA3zR0cA/tZPKkuL1okZGYl29mlotW2Lau7fMjyGEEEKIkqnWSVLW2LHFnk7EkFMjKTc5UnP+NZbD/D2pL79MwurVaDYbhtRUGbwthBBCVCLVdkwSQMb//V+xt/E2aULKyy/jbd4cAF/OTMPlVitJUVBzJuCVJEkIIYSoPKp1koTHA14v2O1F3kStVQvHqFH+330NG5L8zju4y2EC2tApU3Bffjmunj0BSZKEEEKIyqRaX26LGjKEiDvuKNY2pr17Me/c6f9dCwzEefXVJZrepDD2Zcsw79mDGh4OSJIkhBBCVCbVOknCai32wO2gV14h/M478yyzbNqEecuWsowMPB4MmZl6gmS1knXDDXgvuaRsjyGEEEKIEqvWl9s0mw3F4SjWNsYzZ/yDtXOFPvEE3gYNSFm4sMxiM6Sn6zGGhgKQNnt2me1bCCGEEKVXrXuSNJut2MUkDfHx/hpJudSoKH9pgLKipKbq+w4L+2ehx1OmxxBCCCFEyVX7JKkkdZJ8/xp/5IuOxlDGJQAUlwtfrVqokZEAhN96K1FDh5bpMYQQQghRctX6cptj0CCM7dsXYwMHhrQ0/5QkudTo6DIvJult0YIzZ41z0gIDZeC2EEIIUYlU6yTJmdszo2lFm/rDZCJpyRK8devmWaxGR2NwOFCystACA8shUlAjIiRJEkIIISqRqne5TdMInj0bwzvvFGl1y6ZNRF57Labduwtf2WzG1b07voYN8yzOHj6chK++QrNYShJxvmxffUXEmDH+OeHUiAgM2dlQzIHmQgghhCgfVS9JUlXM27djvP9+rD/+WOjqhrQ0TAcPEj1gAKGPPIIhKanAdY2HD2P7+utz7ohTY2LwXH45mM2lDj+Xad8+bGvWoFmt+jFyq26npJTZMYQQQghRclUvSTIaSXnjDbQWLQi/4w5Mf/113tWdAwYQv349WbfeSsAnn1CjWzcCPvgg33Wta9cScfvt/t6dXEpGBgFLlmA6cKDMnoYhNRU1OBhM+hVPT+vWZNx9N5Rhb5UQQgghSq7qJUmAFhSEd+lStIAAIm65pdB51bTQUNKffpqE1atxde+OITVVn67kX4xnzqAZjf5enVxKVhZhDz2EZcOGMnsOhtTUPLf/e1q3JuPxx1Fz5ooTQgghRMUqdOC22+3mqaeewuv14vP56Ny5MyNHjrwQsZ1f3bokL1pE5LXXEvGf/5D02WdohczR5m3alJQ33yzwcWN8vF5I0pA3d1QjI9EUBWMZlgEwpKWh5hSSBEDTUDIywGRCCwgos+MIIYQQomQK7Ukym8089dRTzJw5k5deeont27ezb9++CxFboTytW5P66quYt28n7P77QVWLtJ2Sno5569ZzludXSBIAsxk1PLzQHqvi8EVH423W7J9jJydT+9JLsX/ySZkdQwghhBAlV2iSpCgKNpsNAJ/Ph8/nQynK7fQXiHPAANKfeAL7N98Q8txz+u3+hQh59lkiR48+55KbMT7+nBpJudTo6DJNktJmzSJ1/vx/9h8aqvdWSRkAIYQQolIoUp0kVVWZMmUKp0+fpn///jRt2rS84yqWrDvuwHT0KEELFqAFBJDx4IPnXd/VvTuBH36Ieds2PB06+JcnL1hQYG+UGh1d5lOT5GEyoYWGSq0kIYQQopJQNK0IXS85srKymDVrFv/5z3+oV69ensdWr17N6tWrAZgxYwZut7tsI/0Xk8mE9+yeIFXFeOedGBcvxjttGur//V/BGycnY46NRX3sMXxTpxbtgEeOgM0G/5qypEQ0DVPXrqi33op6663+xeZWrVDbtsX33/+W/hgV5Jx2EZWGtE3lJO1SeUnbVE7l0S6WAu4sL1bF7cDAQFq2bMn27dvPSZLi4uKIi4vz/55YxnOd/VtUVNS5x5g+nbDMTAKmTSPd5SLz3nsL3r5NG/j2WxLvugsAJS2NgM8+w9mnzznFJAHIrbRdBs9Lycqi9pYtZFx9NVln7S8qNBTt1CmSyvm1K0/5touoFKRtKidpl8pL2qZyKo92iYmJyXd5oWOS0tPTycqpG+R2u9m5cyexsbFlGlyZMRpJnTOH7GuuIeSFFwhcsKDAVV09emDetg0lLQ0A05EjhD71FOa9e/Nd37R7N0Fz5pRJRWxDaiqglyY4W9Ytt5B9ww2l3r8QQgghSq/QnqSUlBRee+01VFVF0zS6dOlCu3btLkRsJWM0kjp3LorXS+j06WAykXXbbeesljV6NI6hQ9FCQgAwnDkDkP/dbYD5jz8ImTULx7XX4qtfv1QhKjlJ0tl1kgAc115bqv0KIYQQouwUmiTVr1+fl1566ULEUnZMJlJeeQU8HkKefhrXVVflud0eQI2N5ewh2sb4eH15AWOO1OhoAAwJCaVOknJ7ktR/9SQpGRkYT53C27Rp0SbkFUIIIUS5qZIVt4vEbCZt5ky0oCBCpk/PdxXLr78S8vTToGkYcpIkXwEVr3OTpLK4w02zWnF16nROQhbw3/9So1cvlOzsUh9DCCGEEKVTfZMk9EljMyZOxLZ2Lda1a8953PTnnwS99RbGw4cxnjmjX/7KmXD233KTp7KoleRp356kL77A26TJOfECUgZACCGEqASqdZIEkDVuHN4GDQh55plzike6evQAwPrjj6Q/+SQJK1cWuJ/cOdUM5Xingxoerh9DkiQhhBCiwlX7JAmrlfQnnsC8bx8BH36Y5yFfgwZ469bF+tNPaAEB+OrUKXg/ZjOnd+0ic+LEUocU9MorRPfte85y6UkSQgghKo/qnyShT13i6tyZ4FmzUNLT/3lAUXB17451wwaCZ8/O95Lc2dSIiHMmvy0J47Fj+V62kyRJCCGEqDwuiiQJRSH9qacwpKQQfNZ8aaBfclMjIgh++WUsGzeedzf2Tz4h6LXXSh2OITX1nNv/AdTatUl94QXcbduW+hhCCCGEKJ2LI0kCPK1b4xgxgsCFCzEeOeJf7rz6ahK+/hqgwMltc1l/+omAjz4qdSyGtLRzCkkCaHY72WPH4mvcuNTHEEIIIUTpXDRJEkD6lCloRiMhzz33z0KDwX9bf0GFJHOpUVFlcnebUkBPEoBp715MBw6U+hhCCCGEKJ2LKklSa9cm8+67sX/9dZ5La4HvvguAFhR0/u2jozFkZaGUcmoSd8eOuDt1yvex8DvvJPjFF0u1fyGEEEKU3kWVJAFk3XUX3jp1CH3iCfB4AMi8806cvXvj7tjxvNv6zqq6XRrp06eTeffd+T6mRkRgSEkp1f6FEEIIUXoXXZKk2e2kP/005r17CXzvPQB8DRuS/MEHaMHB591WjY5GM5vLNYlRIyJKd3ebx0Po449j2rev7IISQgghLkIXXZIE4OzfH2evXgTPnu2f2LYoXD17curQITxt2pT42IakJGpdein2Tz7J93E1PLxUSZL9yy8JXLSIoLlzS7wPIYQQQlykSRKKQtozz6C43YQ8+2zRtzMYSj3xrJKSgiE9HczmfB/39yRpWskO4PPp/1osJYxQCCGEEHCxJkmAr1EjMu+8k4AvvsDy669F3i5o/nxCpk0r8XENaWkAqPmUAABwXHMNye+8A6paov07rr8ed/v2GI8fL3GMQgghhLiIkySAzPvvxxsbS+jjj58zr1tBjMeP67WSXK4SHdOQmgpQYAkAb7NmuPr1A6Ox2Ps27dkDXi+uLl3wNmpUoviEEEIIobuokyTNbid92jTMf/5J4OLFRdrG2a8fhqwsrIVU5y6IvyepgCRJSUvDunp1sSfSVTIzibrmGkKmTSPj0UdJe+mlEsUnhBBCCN1FnSSBXnHb2aMHwTNnFmkQt6tbN9SAAGwrV5boeL7YWLKvvx41Kirfx02HDhF5yy2Yt24t1n7t//sfhsxMHNdeW6K4hBBCCJHXRZ8koSikTZ+O4nbrtZMKY7Ph6tkT26pVJRo35O7UidS5c/OdlgTOmuS2OGUGNI3A99/HfdlleC6/HPPOndRs167QueiEEEIIUTBJkgBf48ZkPPgg9m++wfbVV4Wu7xg2DNeVV6JkZhb/YF7vee9c8ydJxSgDYPntN8x//UX2LbeAoqCGhmI8fRrj0aPFj08IIYQQgCRJfpl33IH7sssIffxxlEISFOfgwaS+8gpaSEixjxM2eTI1uncv8HEtMBDNYilWkmT78kvUkBAcw4cD4IuJQTMYMB07Vuz4hBBCCKGTJCmXyUTq7NkYUlMJffrpwtfXNIx//13swxhSU1EDAgpeQVGKXXU7/ZlnSPjySzS7XV9gNuOrXVt6koQQQohSMBW2QmJiIq+99hqpqakoikJcXBwDBw68ELFdcN6WLcm85x6C583TL6n17l3gugEffUTYI49wZuNGfPXrF/kYhrQ0tALubMuVsmABvsjIou1Q08BgwNekSZ7Fvnr1pFaSEEIIUQqF9iQZjUbGjBnDnDlzeO6551i5ciXHq/HJN+OBB/A0bUrolCkoGRkFrufq1g2g2He5KampBRaSzOXu0AFfUeoceb1EDRiA/eOPz3nI2b8/7q5dixWbEEIIIf5RaJIUHh5Oo5wTtt1uJzY2luTSTMBa2VmtpM6ahfHUKUKef77A1Xz16+Np3hzb998Xa/eGtLQCayTlMm/bhm358kL3Zdm8Gcvu3WiBgec8ljVhAhkPPVSs2IQQQgjxj2KNSYqPj+fQoUM0+delnerG0749WbfeSuD772P96acC13P264fl118LHeh9tuybbsLVq9d51wn4/HPCHnus0H1ZfvkFTVFwXXVV/it4PPqPEEIIIYpN0bSizaTqdDp56qmnuPbaa+nUqdM5j69evZrVq1cDMGPGDNxud9lG+i8mkwlvEacSKZGsLEzduqGcPo1n40Zo2PCcVZTff8fctSvehQtRb765zA5tnD4dw3PP4cnMBFPBw8ZMAwfCmTN4t2w5N7Zff8XUsyfeFSvQ+vYts9gKU+7tIkpM2qZyknapvKRtKqfyaBdLAZPCFzpwG8Dr9TJ79myuuuqqfBMkgLi4OOLi4vy/JxZzWo3iioqKKvdjGN96i+hBg1CuvZbEFSv+uXssV7162N56C1fXrmhFicXrRcnI0AtJGgruxLNHRRGuaaRu3Ii3RYsC91Xrl19wjBhBWj7HNths1FJVsnbvJvvyywuPDcDlInziRDJvvRVP+/ZF2+ZfLkS7iJKRtqmcpF0qL2mbyqk82iUmJibf5YVebtM0jQULFhAbG8vgwYPLNKjKztewISmvvorpzz8Jfeihc4tAGgw4Bw1CCw4u0v5Me/dSu1UrbN9+e971cgeFn+9Sn5KVheOaa3AW0Euk1qqFZjZjLEatJOuPP2JfsYLADz7AkJBQ5O2EEEKI6qjQJGnv3r389NNP7N69m4cffpiHH36YrcWcV6wqc/XuTcYjjxCwbBmBb755zuNKVhZBr7+OfelSTPv36xPTFtANaEhNBQqe3DaXWrs2nmbNsG7aVOA6WmgoaS++WPD4JqMRX2xssQpK2lesAPQxUTKliRBCiItdoZfbmjdvzqeffnohYqm0Mu+7D/OuXYQ89xyeFi1wn1UxWzOZCHrtNX8ClCtlzhwcI0fmWWZISwMKT5IAkhcvxlerVoGPG0+cwFe79nkv2/nq1i1yT5LicGBbuZLsUaOwL1uGZedOnMOGFWlbIYQQojoq0piki56ikDp3LlFDhhB+990kfvMNvnr19MesVhJWrsR04ACG1FSUlBQMKSl4WrUCwHj4ML66dcFo9CdShRWTBD3BKZCmEXX11TgHDCDtpZcKXC175EiU9PQiPUXr6tUYsrPJvu46THv3Yt6xo0jbCSGEENWVJElFpAUGkrxwIdGDBhHxn/+QuHw5WlAQAL46dfDVqXPONoYzZ4geOBBn//6kzppV5MttuYJnzECNiiLrttvyLDcdPIgxKQlP27bn3d5x7bVFOg4AioKrSxfcnTvjad0a+xdfgKqet6dKCCGEqM7kDFgMvoYNSVmwANP+/YTfey/4fOddX61Zk8zbbiPg008Je/hh3O3bk/7QQ2jnm7vtLJatWwnIp5q25ddfAXB17FhIwD6Mx4+jZGcXeizn4MEkff45GI2427TBkJmJ8dChIsUphBBCVEeSJBWTq3t30p55BtuqVQTPmFHo+pmTJ5MxeTIBn3xCwMcfk/nAA6AoRTtWjx6Y//wTw5kzeZZbfv0VX1QUvsaNz7u9eds2anbqVOggbMPJk+B0+n93Xn01pzdvLtrUKEIIIUQ1JUlSCWSPG0fW2LEEv/469iIMas948EEyJk/G/r//FWuuN2ePHgBY16/Ps9zy22+4O3YsNNnKHTdV2ODtsEcfJfqs8g5aaChqTEyRkzkhhBCiOpIxSSWU9swzmP7+m7ApU/A1bIi7Q4fzrp/x4IOoISEYizE5sLdFC3yRkVh/+gnHiBH6Qk0j7bnn0EJCCt1ejY5Gs9nOWwZASUnB+uOPZE2YkGe5bcUKTAcPkjlpUpHjFUIIIaoT6UkqKbOZ5AUL8MXEEH7rrUW61T5rwoRzkpHzMhhwDhmSt1ilouDq06fQpCx3XW+dOueNzf7ttyheL46hQ/Mst/z2G0FvvFHouCshhBCiupIkqRS08HCSFi9G8XiIuPVWFIejzI+R9txzpD33nP9365o1mDdvLvL2vnr1MB49WuDj9hUr8DZogOeyy/Is97RujSErC9Pffxc/aCGEEKIakCSplHxNmuhTl+zZQ+iUKedOXVJGchOwkOeeI3jOnCJvlzV+vD5YPB+GxEQsGzbgGDbsnPFHnjZtAKRekhBCiIuWJEllwNWnDxkPPkjA//5H4Hvvlfn+I8aOJXz8eJSUFMx//aUP2i5qbL164Rw4MN/H1MhIElesIOumm855zNukCardjnnnzhLHLYQQQlRlkiSVkcwHHsDZty8hTz/tr2NUVrwNG2L99Vf/XW7uTp2KvK2SnY3lt99QkpPzeVDBc/nlqLGx5z5mNOJp29Y/lYoQQghxsZEkqawYDKTMn4+vbl3C77gDw+nTZbZrV48eKC4Xwa+8gmY24y6k0vbZTAcOEHXNNVh/+y3PcsumTYRNmoQhv+QpR9Knn5I6b15JwxZCCCGqNEmSypAWEkLywoUoWVlE3H47uN1lsl93585oFgvmPXv0sUJ2e5G39eZMl/LvwdvBL7+Mdd061PPtS6YkEUIIcRGTs2AZ8zZrRurLL2PZsoXIm27C+uOPpR7MrQUE4O7QAU/jxiS//nrxtg0PRw0KylOfyfLbb1g3biTzrrvOm3ApyclEjhqFbfnyEscuhBBCVFVSTLIcOIcMITUpieA5c4gcPRpP48Zk/ec/OK6/3j8pbnFl3n47howMvRJ2cSgKvrp1MZ3VkxQ0dy6+qCiyx4w576ZaWBjmbduwNmmCc9iwkoQthBBCVFnSk1ROsseN48xvv5Eyfz5aSAhhTzxBzXbtCH7pJfB4ir0/V1wcjmuuKdFUId66df09SeYtW7D9+COZd92FVthlO4MBT+vWUgZACCHERUmSpPJkteK47joSv/qKhK++wtmnD8Hz5hE5atQ5k9aWp8wHHiA1ZzJeX0wMmbffXmgvUi5P69aY9+wpUWInhBBCVGWSJF0gnssvJ/X110l59VXMO3cS3b8/lk2bLsyx27bF0749AGrt2qQ/9RRaYGCRtnW3aYPicmHat688QxRCCCEqHUmSLjDHNdeQ+PXXqCEhRI4aReAbb5Rble5cSkoKtuXLCX3kkWJNaQJ6guXs3h3F6y2n6IQQQojKSZKkCuBt1ozEb77BOWAAoc8+S8S4ceedX620jCdPEnH33QR++CHWDRuKta2vfn2SlyzxT1MihBBCXCzk7rYKogUFkfLmm7gXLiR4xgxq9OhB5m23kXnffWghIWV6LF+9ev7/Z40fX6J92L7+GuuaNSgOB4rTieJ0okZFkTpnDhiNZRWqEEIIUWkU2pP0+uuvc9ttt/Hggw9eiHguLopC1m23Eb9+PY5hwwh+/XVqdO1KwOLFUIaXt7TgYFwdOpD+yCMlSsBsX39N6OOPY1u3DsuOHZiOHsWQlET2jTdW6wTJ/tlnBHz0UUWHUeEC3nuP2o0alVlxVCGEqCoKTZJ69uzJY489diFiuWiptWuTOncuCd9+i7dZM8Iee4zovn3LdGB30rJlZD7wQIm2dQ4axJnt2zmzZQvxGzaQsHo1iStX4u7SpcziAwh85x1Mu3eX6T5LyrR3LwH/+x9Br7xSrmPGDCdOYP/003Lbf1lQPB4UlwvzH39UdChCCHFBFZoktWjRgqASFkAUxeNp3Zqkzz4j+Z13UBwOokaMIOyBBzAkJlZ0aPlSsrMJfegh7F98Uep9WVetIvSppwh58cUyiKyUVJXI0aOxrl+P6ehRTPv3l9uhzH/8QfikSRj//rvcjlFajqFDAbD8/nsFRyKEEBeWDNyubBQF59VXk7B2LRn33Yd9+XJq9OhBwAcfgKpWdHR5aHY7lp07CX755dJdHnQ6CX3qKQCsP/6IISmpjCIsGfP27RhPnyY9pwfVtnp1uR3L27x5uR+jNIxHjuhz/IWFSZIkhLjoKJpW+LWE+Ph4XnzxRWbPnl3gOqtXr2Z1zhf9jBkzcJfz+AWTyYT3Yrgt/c8/MT3wAIYff0Rt3x51zBjUQYOgbt2KjgwAZflyzCNH4n3vPdTRo0vWLm43hvnzwWrF+OyzeD/+GK1Xr/IJuAiMTzyBYc4cPMePYxowAAID8a5ZU+bHMXzwAVpMDMaHHoIaNfCuXFnmxzhbSdrGMH8+pocfRu3WDeXvv/H8/XeJqr6Lgl0032VVUEW0jaZBWpo+3NNuB1MZ3V6laWXz0dU0fXii2w1WK5jNF/4roTzaxWKx5Lu8zJKkfzt58mTRoyuBqKgoEivpZagyp2nYv/iC4DlzMB06BICnRQucffvi7NdPvz2/ok5cqkp0v37gdpOwdi1RNWuWrl3cbijgzXqhRHfvjhoTQ9LHHxM8axbWtWtJXLZM/zYoI0p2NjXbt8fVrRvehg0JWrCA07t2lfmdjWcryWcm/NZbMf/5J2nTpmHZvp2MSZPK9HUojMMB2dkGbDYNq1Ur1glD08DlAputeMfUNDh82Mjvv1uIilIJCVExm8Fk0o9vt2sEBqoEBWklequ6XPpbPPcje3a7eDywZ4+ZU6cMGAz6OunpBlJSDKSnKwQGakREqJhMGllZBtLSFIKCNGrW9AEKycn6umazRnS0SmSkj4gIlagoFatVIy3NQHq6vl16ugGnUw9CUfSfzEyFpCT92EajlhOTgsejYDJpmM1gNmtYLPprkbtd7o/BoC+3WPTXxmzWcLv1t0xGhoGMDIXMTIWMDAMul4LHA273P//mnoAzM/Xnm5ZmIDJSJTpaJSXFwB9/mPF69U51i0U/Tp06Xpo392KxaPz8sxWfT8HnA58PNE2hXTs3jRp5ycpScDgUXC4Fr1dfJ3dfmqbgdkNamsG/rcejEB5u5NJLHXneA4qib5N7nH///+zfvV59P7n7U1U9+TEaNQwG/D+nThnYv99EVpaB7GwFVf3n+9xs1t/7ivLP/00m/O8Pi0XDbtew2fQfu13D5VJISNDbNz3dQHKyAa9Xb4fc9QMD9ddV0xTi4w2kpRlwuxX/a2I0Qs2aPrxexb89kCc20J+L/p7Q/69p+jq5r0Xu88+V+743mfDHm/uvwaC/9m43/jYym2HDhvg8xyyP839MAfOiSgmAqkBRcFx3HY7rrsN44AC21auxrVpF0CuvEDxvHp5LLyVzwgQcw4YV/4xQWgYDGZMmEXH77dhXrIAJE4q1eciTT+Lu2BHn4MH6AotFP0t5POWSLKkqJCcbiIrK/9Kl6cABzAcPkppTKiFj8mQyHnqozOOwf/45hrQ00sdPIMtpIujVV7GuW4czZ/zPvyUnGzh61IjRiD9hsNn0k1XuF5H+g/+EdvYXkM2m/3X6xx8mTpwwcOKEiYQEAxYL1KypUrOmL+dHJSBAIzVVIS0FjD8bONPmXk6mDCMz8hoyXlPIzDSQkqJw5IgpTxwmEwwb5qBJEy9//21i2TJ7zhdm7o+C3a6fNFNSDCiKRkhI7o9KcLCGwaBx7JiJXbvMHDhgIjs774gAo1E/XmCgRliYSmioSmioRkiIj4AA/SR/+rSRU6eMnDljxOlUCAlRqV3bR+3aPmJifAQEaOzalTfR8/kgIEAjKcnIwYNGnM6ijUSwWvWTTe5bNTcx83oV/1/uqgqBgRqdOrmxWDS+/95GVpaC0fjPic5gqIWmUeTjVn3/JFkWi/4eMJk0Tp404vP9cxJWFI2EBI30dB9BQSo+3z+JhdcLLpeBU6dMnD5tIi1NwelU0LS8J/Gvv7ZjNOqfmexsBatVbyc9GVKoX99LcLBKcrKBkydN/vgURV9vx44AVFVv0/yeh9msJxQeD/5kIDdptFg0oqJUTCY9wTEY9MQ/Lc1IZqZCUJBKYKBGQIDGmTPnno4HDnTQqJGXQ4eMfP11gH95YKBKWJhKs2YebDY4edLIgQMmXC7Fn3RqmkLv3g5q1VI5ccLI7t1msrMVsrIUsrIMJCUZiI11YzKpaJqeBAUGqtjtmv975rLLPJjNGocOmThxwkhqqp7oAtSt62X06GwcDoUPPgggJSXvnc6xsV4GDXJisWgsWhRIZqb+3s5N9Bo18tKunRunU2HLFos/oczI0BO7Jk08tGrlxWYr32LLhSm0J2nu3Lns2bOHjIwMQkNDGTlyJL179y50x9KTVP6UlBTs335L4MKFmP/6C19UFNljx5I1dixqdPSFC0RVCZ49m+wbbiD88suL3C6WDRuIGjmS9AcfJHPyZEDvYYnu35/s668n8/77C9w296++1FT9x2rVaN1an1/O5dK7gT0e/YvU4dATiJo1VTZvNjN8eDSXXuph+HAHQ4c6qFfvrD9zVBXzjh1k1GjAofRoMjMNOBzgcmg43UZcLgWrVf+yU1X9r6d+/VxkZyvs3m3i6FETBw+aOHDAhNOpEB6uEhmp/0REqGgaHPrbyPH//sp+byP+Vhvi8SgEW13UreejbiOFevV8hIerHD1q9O/r319AFUlP0lTS0gxA8XowAwJUatZUURSNv//Ov0cqIsJHWJjK0aMmQkP1ZDYlxYCqKowZk4nNBr/+amHnznOT6NhYL3Xq+IiO9hEbqydRJ08a2LrVgtOp92AkJOT/WkZHe7nsMi9RUT5SUgw0berl8GETv/xiITnZyIsvphAcrLF+vdX/V7/DoSc2BoNGjx4uFAXWrLFx+rTRn9Dl9qqEhKi4XPqJ/OyOX4PBQI0aHjp3dhMcrJ/Q7HY9+c3O1k8Y7du7mTAhi6wshWeeCSEoSE8OrVYNt1uhbl0fzZt7iI83cs894RiNGjVr6u+54GCVpk09REdrnDplYMUKO6dPG/P0CLz7bhKNG3s5csTE8eNGPB691yUrS4932rR0fD5YutTG1q2WnCRF4cQJIw6Hwrx5KYDCpElhbNhgJTBQpX59H3XqeLnsMg+9erkIDtaYMSOYgwdNnDplRNMgKEgjLs7Jiy+mATBzZjBhYSrNm3u49FJvgX/MnI+m/dOD4/Xq71ezGf7+28jixYHs3m0mKEijVi09cb7mGgcNGvj8J+eICD1RALBao3A6E1EUmDUrmFdfDcLj0RPvmBgfsbE+Fi1KxmCApUvt7N5t9vcoxccbcbngvfdSAPjPf8LZt8/M4cMmjEaNq65yMX58Fn36uPxJm9erJ256kqMn7lar/p2WmGjg4EEzO3fqP7t2mXn33WQuvdTLsmV2XnopmBo19D906tb1ccklHgYMcBISkvcU7/Xqf3QlJRm49NLiX7LKyFDYt89EcrKBvn1dAOzdqz+nkBANr1d/35rNUL++/t361Vc2EhP17+rc7+3Wrd385z/ZaBq0bFmLtDQDJpNG8+Ye2rTxMGiQkx49XPnGcCF7kop0ua0kJEm6gDQNy88/E/T229h++AHNZEINCyP3T1XNaASTCfcVV5A9ciTurl31P8XKQX7tku+1cI+H6AEDULKyiF+7Fs1mJzNT74q3/+cu3Olu1j7wAYsXB3H0qJF69XxMnpyBx6OfJI4ezftXV0iISo0aPrKyDJw5Y8gZ4557UL1HJTbWR0iIRkqK3o2fnKyfLGNjvYwYkU12toGDB03s36+fKP79F2lBzGYNj+fsdfVLIgEBGg6HfrI5u0fEZFBpqO6nWWsT9a+qQXi4fmL8+28Te/eaiI/XT2BGo0bLlh4uu8yDxaL/NZeUZOD0aSNJSXrS8NBD6YSEaGzcaOHPP83UqaOfmI4eNZGZqTBihAOHQ2HdOit2u5nAQBfh4Srh4T6uuMJD9+4uzpwxMmNGMElJerf8X3+ZCQ1VmdT9Z7osn466aA5BTWtQf9J4TJmp+FZ9BsC+fSaCgvQTf0qKgTNnjMTHG7Db9S/LoCD9ZGM263+Zer0K9ep5CQ/XOHLEyE8/WXPeoho+n34y7trVSfPmPlT1n7/GQf9iP3nSSEyMD5MJtm4189tvlpyETe/RcToVRo/OBuCuu8LZtcvMpZd6WLPGitNpYPToLGbOTPPvGzjrskzBnbCqCn/+aaJlS/2EMmVKKCtX2vw9AEFBKrVqqbz+egqKAocO6UmOngwW/v6piO+y7GyFP/4w43TCZZd5CAsrm9PAH3+YCAtTiYkp2nOv7P7dNg6H/j4ODi7+6zVtWggHD5ro08fJ4MHOEiWA1ZnTqX8urdbC15UkqQgkScqf8eBBAj79FENKCqgqSs5ZQHE6sa5fjyE9HW+dOjhGjiR75Eh8xRwAnp6usH+/nkicOmX0dyObzeA9coq6+37Be8Ng3nonxN/96/VCgwZe2rb1cNVVLpKTDWSs3U3Szwc53DyOk55oTp0ynnNppSgCAlTCw/Vr67GxPoKCNA4eNOZ0K+tdyLVr+4iOVjEa9d6n3PEYycl6z0JuMmSzqtQ2JxDbzEqnngYaN/YSGqoRtO0XYmY9xX+Hf8D3e5vQqZMLs1k/ueeOjQgM1EhIMHD8uP7aHD6sJ3EdO7pYujQJhwPuuiuCPXtMnDihP9awgYc778ri5puz2bRW44axtfCqRiIjfXTs6EbTYNq0dOrW9fHRRwE8/3wwMTEqjRp5adhQ/xk40ElQkMbHH9v5/PMA/vjDTHq6gaAglX79nMybl+rPh4v6mdm61czjj4eycGEydSzxqFFRAOyf/BE3fjKa595Q6D+0YrvAC/PZZ3aWLrXz559m+vVzcuON2bRp46mUJ275Lqu8pG0qJ0mSikDevCXgcGBfuRL7J59gXb8eRdNwdOrCsd6jONpmAKfcUcTHG0lJ0QcP5l6/zs5WSEgwsn+/idOny+ayj4KKzeAmJNpEVJSe4DRv7qFOHZXtv6os/Z+NoU130e/RJoSEaP5ELHeAYGCgPhi1tMOWNA3/c6z31bsMndqdDXSjSRMPQ4Y4+eorG7ffksyDz9Qj/ZbxZD41tUgn2pQUPUmLjPyn6z7XoUNG1q6xsnadjf79ndx8czaZJzN5p+Ny+l1joNncG0tcyFzT9B6XyEjfOT0jxfnM5Pb++Xzw3nuBxMb6eOCeYKJdx/lo3n7qj2hVsgAvJE3DePgwvoYNKzqS85LvsspL2qZykiSpCOTNW7j0dIVjx4ycOGHk+HETZ87o4zESEgwknvSReNxDfGYgXvIfG2K3/zOoMDxcpWlTL5dc4qVpUw9Nm+pjP06dMnD//eFs3mzlmuHZTDfPgM/+x4n7nyC5S1+ysw04HPo1/IgINecylMpjY7I5mFmbI6ds/sGqEyZk+sc+KKPvofbBXznz22/ldmnw3yJvuAHn8WTevW89H3wQyLZtFpo29TB1ajrXvzsC09GjxK9fX6pjmHfuxHPppfneIRY5ciSGhAQS1q4t1TEKUpzPjPHAAUKef55v+r7AiIcuB+CyFg6+39OQgEf/Q+Z995VLjGUp8J13CJk2jcRvvsHTunVFh1Mg+S6rvKRtKie5u02cV3a2wsmTBk6e1O/iSUzUE5+kJD0JSkw0cOKEkfT0vMmFyaTfaREd7SM6Bi5to1CjhpMY/qbuoQ3U2/oN9U5uJpIkAsjG4NBQjUFkW2tySGmPqWEXTP17YG9UA4MB1q+3cO+94WRl6QM3R4xwEBU6BfXMj7R4fSxJVy3BPeBK//GVlBRMhw7hqX8Fb39nB1LRNH1A4pEjRsLC9Gv0RiNYJo0hLWGAPiDkAiRJSmoqlk2bcN95J6NGORg1ysGZM/pdcEYjOI/GEfbEExgPHsTXuHGJjxF57bVkjx5N+jPPnPO4s29fQqdNw3jkCL769Uv7lErFumED9pUr6TZ1KosXJ/HTT1YeeSSDyMEh+KpCUUmnk6DXXkPRNALffpvUV14pk90aT5xADQlBCw4uk/0JISo3SZIqoYwMhd27zZw4ofcCnTxp9CdEJ08ac+4qystuV3PqoqjUreulUyc3det6iY31YTLpt2CqqsKll3po0cLD1Vc7CQ3N7UQMBgaA1h/Tn3/i+fNPMtLScCVlsfiX1ry8vT+nT0TAdmAmbGx1C5fecAlfbrmd8HCVzz5L4ZJLcu6SMJtJWbCAqKFDCXrjDZI7dsR4/DhqWBiRY8diOniQM7/84q8HpCgQHa3HfjZ3587l9vrmx/bDDyheL87+/f3Latb8JyZXv35kJCejBQaWaP+GxERCpk/H4HCQPWpUvus44+IInTYN2+rVZN16a97tT58m6I03yLz9dtTY2BLFUBzWX37BV6sWvgYNiGvoIi5Ov8sk/Zln8EVElPvxSyvgk08wxsfj7N5dH1NVFpX03G6iBg5EjYgg8euv0QICCt9GCFGlSZJUCbhcsGWLhZ9/trJ+vZUdO8x5aoWEh/uoVUtPdoYMcVC3rs9f96V2bR81auiXxfKzf7+JoUP1gbeNG3v56KMAHA4DPXueJjRUY8UKG9u2WejWzUWnTm6CWrTA26IFALt2mXlkbjSdO7t4ZGQKvhMJOH/fR4MT+wh74n3e5lnctWKxzGyGp00b3G3awOWXY/3lF1zdumHes4dazZtjcDjQcoqOOHv3xvb997jbttV7ZM5z4jKcOkXAF1+QOWFCyWomFaMXSsnKwtOyJZ62bfN93BcbS8aDDxY/Bo+HkOnTCfjwQxSXi8xbb8XbsmX+x2jYEE+TJpj+/POcfUSOHo15716sP/9M4tKl5Vp0Ek3D8ssvuK688pz2cXXvXn7HLUPuLl3ImDRJb7MyGq1tW7UKY2IixsREQh99lNR586T6uBDVnIxJqiCHDxtZu9bKmjU2Nm604HQaMBo12rTx+BOWunW9xMToA3+PHDHSo0cNYmJ8PPNMmv8v+8L4fPDMMyHcemsW9erpt1YfOWKkQQMfiqLXJXnjjSBcLr0AYdu2Hjp1cvHYYxkA7NljokWLc2tpmPbvx7p2LeYdO7Bs347p8OE8j2smE55WrXC3bEnQhx8C4GnUCOPp0xiy9du0vfXr4xgyBMfQoXpi9q8TjnX1aiJvuYWk997D1a9fsV5fJTOTyBtuIPPee3EOGFCsbQvkcGD9+WfcnTsXerlFycxEy5kYOnLkSD3JuucefE2anH+7jIx8921ftgzj8eMEz5yJ68orSX7//fNXvs4nQSzqZ8Z48CA1u3cn9cUXyb755rwPer3Yvv0WX2wsniuuKHRflYKmYdm0Cc/ll6PZ7SXejZKWhv2bb/R2mDuXlLlzcVx/fanDq+rfZdWZtE3lJAO3i6CqvHk1TS/cdeyYkaNHjWzZYmHNGht//6134jVq5KVnTydXXeWic2d3nsJfaWkK//tfAP/5TxaKohfkmjkzmAMHzPTv7+Dpp/Xbw//txAkDTzwRygsvpFGrVuG1OBwO+P13Cxs2WNmwwUpIiMrixcnFmgJCSU7GsnMnoUlJpNarh7tVK7DbsX3zDeF33EHGlClk3nsv+HyY9u/Hsnkztm++wbphA4rPh6dxY5xDh+KtWxdFr+sPbjchL7wAmoavQQN8EREYsrMxxMejRkbiGDECxzXXoP778o+qEn7bbdhWrybpww/xtGuHISkp/3IHmobtyy9xDhpEYbeUWTZvJmr4cFJfeonsm27KfyVVJWDxYoJnzybhhx9Qa9bUn0sJbldTUlMx79mD+8p/xnXZP/mE8MmTSX32WbL/8598t7MtX07QW2+R9PnneZKCon5mzNu2ETp1Kinz5p07/kpVqXXZZTgGDiRt5sxiP6dy5/MR8vTTZI8Zg7dpU0CfsDh60CBSZ8wge8yYMjlG0Pz5ZI0bhxYeXurdVZXvsouRtE3lJElSEVTWN6+mwZYtZj74IJCdO80cO2bE4fjnL3qrVePKK1307u2iVy8nDRuem+QArFlj5eGHw0hIMPDNNwm0aqX35rjd8M47QcyZE0RoqMamTWfwehWmTw/h2DEjx48bOXLEhNms8c47yVx1VflONPxv+bVLQb0jAIakJGxff419xQosv/yCUsDbUUMvDelu2xZv48aY9u3DsmsXmtmMMy6O7JEjcfXqBWYzwS+9RPC8eaQ98wxZ48cTef31GJKTSfj6a33GyLMEvfIKITNmkDV2LBkTJ+pJTUF8PqJ79cJ88CDO3r3JePjhPHdNGY8cIezBB7Fu2oSzZ09S58xBrVGjSK/b2UIfeQTF48G0fz+mffv0MVxnJYLWVav053pWFmtdu5bAt98m+d13sf72GxGjR5N9ww2kzZrlX6esPjMRY8ZgPH683O7CKw3b8uVE3H03yW+9pSe+AJpG1MCBKNnZeswluBHAvmwZSmoq2bfckrfH0+1Gcbv9vYYlUVm/y4S0TWUlSVIRVLY3r8OhsHSpncWLA9i920JQkMrll7sJDVWx2/U5p1q39jByZPa/z9N5ZGQoPP10CEuWBNKsmYc5c1Jp08ZzznonTujVobt3d6Oq0K5dTWrU8FG3rv4zZkwWjRrln4CVp9K0i5KcjCEjA4xGNINBTwKMRtSgIAxZWdhWriT7hhtAUQiaOxclIwPF69UvRSUmotls+MLCMJ0+jadJExzXX48vJgbjkSOEzJqFY/Bg0p98Enw+LJs2EbBkCdbNm/3H10wmnFdfTdYtt+gDx/MZb6JkZRH47rsELViAITWV1GefxTlsGPb//Y/gl14Co5H0p57yx1kSYffeS8DSpWgmEylvvZVnMPnZDKdPY9m+HctvvxH05pt4mjcn6f33UWNjCX7hBYJffZWU117DMXw4UMS2yZ1h9Dxlb4PmziVk5kxO/fEHWlhYiZ5juVBVovv2BZ+PhDVr8iRD9i++IPy++0j64ANcRZhWKQ9NI7p3b7SgIBK//DLP8SJHjEANCyNl4cISt3dl+y4T/yjLtlHS0rD89huuuDgZy1ZKkiQVQWX4YnE44JdfrPzwg5UvvgggLc1A8+Yebropi5kzQ865Bf/GG7OYNSsNhwN277bQoUPeXh5NgyFDotixw8zdd2cyeXJGkUq0VyYXpF00jfBbb8W+ciXeRo1ImzoV0O/Isq5ahfH0aTSLBWNq6vl3A6iRkXqPUMuW2L/8koBPPsGQloanWTOyxo7F1bu3fpnuX19qSkICoY8/jjExEctvv6FZrXgbNyb5vfdKffeZdc0aIiZMIGXuXJxDhhS4Xm4yBZB1yy3665CbgXu9RF13HaY//yRh5Up8DRsWqW2MR45Qo1cvUl57DefVV+e7juXnn4kaNYqk//5X79EqDU3DkJKC8cQJPK1alerkYVu5kojx40mZNw/HiBF5H3S7qdmlC55mzUj+6KNi7dd/uS6fMVqBb79N6LRpZNx3nz4RcnGuUeeoDN9lIn9l1jZuN9FXX435r79IfvfdAv/wEUUjdZIqsb//NvLDDzbWrbOyaZMVl0ufYysoSJ+Yb/XqBP+cU8HBmn9m9Ro1fP5b7hcvDmT69FCuvTabqVPTCQ5WMZv179dHHsnAblfp0OHc3iORQ1FIefddsn/4gdBp04j8z39w9upF2rPP6j1FDgfY7SiZmRhPn0ZJT8eQkkLoU09hPHWKjLvuIvCDD1BDQ0lcvtw/rsRzxRVkPPIItuXLCVy0iLDHHwdADQvD3bo1ntat8bRogWXzZgKWLsWQmoo3JobMe+7B9sMPWP74g9CnniLt2WdRa9X6J16fD+uPP+rTxSQlkX399TiGDDnn0h8AmoYaFkbak0/mGYuUn7Tp00FRcA4ceG5CYzKR8vrrRPfrp5cUmDChSC+t9eefUVwuvI0aFbiO5/LL0QwGzDt3Fi1J0jQMZ86gRkaC2Yxt5UoC3n8f47FjGE+cwOB0Avh7pszbtuFt0CDf8T6WX34h6NVXMR0+jKtTJ9xXXomra1fUmjUJmj8fb716/p6zvBtayBo3jsCFC1FSU4vVAxbwySdoNhuOoUPPeSzrttsw79pF8CuvYF27lrQXXqg6A9qdTsIefpjsm2/G3alTRUdTfWkaoY8/jvmvv3B16YKzrO4QVVWCZ87EV7u2PtZOeqfKhfQkFYHDofDllzY++iiAzZutOcf35UzdYUBRNNq189C/v5O77sos9L3qcCjMnx/EggVBWK0akZEqo0Zlc//9mRfg2ZSvC/5XsdtN4KJFBL3yCklffOEfrJsf49GjhD76KGkvvqgP/o6KKrhoo6Zh+vNPLFu2YN65E8uOHZj27kXxetGsVhwDBuC44QZcXbvqg7I9HoLeeovgl19Gs1hIf+IJXJ06EfDZZwR8/jnG06fxhYejhYVhOnQINTSU7BEj9AHGjRtj3rIF+9dfY/v6a0w5nx3VZiN79Giy7rgDX506JXp5DImJ/rnXztc2IVOnYluzBtPhw/iiozmzdet5x+4YTp5ErV270C9m6/ffEzZlCsb4eOK//x5vy5bYP/+cwLffxle/Pr7YWP+Ps2dPMJupceWVGDIzyZg4kaxx4/4p/6BpRA0ZgvHoUTxXXIFl82YMqalk3Xwzac88Q8hLL+Fp3rzAO86U7Gx9sufidM86ndS64gqcvXuT+uqr+a+jadi++orQadPw1a6tX5IrxgmrrD8zSno6mj7rb76Pm/76C1QVX+3aRA0bhjEpicRly8772blYndM2Xq/etsW4ESPw3XcJnTqVjPvvJ2PKFH1hGdTtCnr5ZUJmzwbA2aOHPgbyfGMqqxG53FYEF+JkvHu3iY8+CmTpUjvp6QZiY72MHZvFsGFONmywsG6djbg4J716uYiMLP6MzgcPGnnyyVAOHjTx0kupdO9+YQdZl4cKu3SQ03tU3scw79+Pt27dAu9qMv79N2GPPIJ10yYANIMBV69eZI8ahbNvXzCbsfzyCwEffID9m29QPB7UsDAMqaloFgvOnj1xDhqEt2lTAhcvxv6//4Gm4Rg+nKzx41Hcbn1A94ED+s/hw2h2O76oKNTISNScfxWXC0NSEobERAzJyRhPnMCYnY03LAwMBhSHAzUsjMTvvgNV1Qdjx8ejmUyoYWG4evTA3bGjfgmsgBpVhvh41ODgvK+7w4GiaWhuNyGzZhH03nu4W7Ui+4YbcA4aVKSB7Ka//iJk+nRs69bhbdAAX82apLzzDmpEBMbDh1Fr1tTv2vP59JpSNhveQkornE1JTSXwvfdQo6Px1a6NLyYGX0wMWmjoue159Chh999P5uTJhdaIUjIzMSQn46tXD0NyMtZVq3Bcd12hl+DK8jNj3r6dyJtuQrPZSH/kEf2y41kndNPu3UTecANq7dokrFyJ8fhxooYORbNYSFyxIm8PaEmoKkpWVuWtSO52+9/PxuPH8dWqdd72ObttlORkokaOxJCSQubdd5M9enThJSVUlYhbbkEzm0l55x0wGLBs3EjotGkkffzxuXfmFpF1zRoix4whe8QI3O3aETxvHgkrVlyQQrPlRUlNBZOpSDdBSJJUBOV1Mj582Mjy5XaWL7ezd68Zq1Vj0CAHl17qYdasEMaMyeLpp9PL9JhlUQy4spDxFYCqYl+2DENiIo5hwwr8686QmEjAJ59g+usvXL1744yLO+fkYjhxgqC33iLgww8xOBz+5ZrNhrdRI7wNGqC43f8kRAkJ/stXaliYnjxFRGA6fBhDUhKKTx/MrxkM+GJj8TZtimXLFgxpaQD4IiLQgoMxHTmi78Nmw3P55bjbtcPbvDmeSy7B27gx2GyE3X03th9/xHXVVaghIVi2bcO8Z0++z9VXsya+unXx1q2Lr25dvWfM7caYkIAhIQFjfDyGpCS8TZuSNX48nssuw7p2rV4CwuUidf58PG3a5P96a5p+2S45WU/qznf3mttNxG23YV27Vi81kbsLg4H4n34qs8lwc++a9DRuTMZDD+EcPBglMxPT/v34YmL090ROnGX1mbH88gsRY8fqyXJkJJZt2/L0Xph37CBy9GjUgACSPv3U/1zNu3YRed11+OrXJ/GLL/K8B42HDhH01lsYUlJIWbAAANOff+Jt2BBsNozHjmH79ltcPXviveQSAj78kOBZs0h75hmcgwfn/8Wmqvpl3bS0vPW2yvmL0HD6NFHXXUf6o4/iHDyY6D59MKSm4rj2WrKvvx5vs2bnbHN221jWrydiwgS8zZph+f13fFFRZN59N1l33HH+A3u9+h2QORXaTXv3Eh0XR9a4caRPn16i56JkZBD0yitkTJ4MNhs4nfq/qkrQggVk3XRTvkl/ZaNkZGBbuRL78uVYf/oJLSCA5Lfewn3VVefdTpKkIijLF2nNGitPPx2Cx6Nw5Ij+V0XHji6GDXMwbJiD9eut3HdfOJde6uHDD5NL1Gt0sZAkqXwoycnYVq1CjY7G26SJnmQUkAwo2dloFss5fyFHRUWRtG8f1t9+w7Jxo97bpaq427XD3b497vbt9ROnomA4cwbL5s1YfvsNy+bNmP/4I2+C1aABmsmEaf9+vecIUCMicPXti6dpU8w5l3S8jRqheDwYT5/WxyAdO4bx5Mk8+1KjovSfiAjMW7diyM7G1aEDWePH62Otzi6aqWkoGRl6ra3ff8eyZQuWLVswnj4NgK92bRxDh+IYNkwvz5Bz0jWcOYP155+xrl+Peft2MBjQTCb9cU0Dq5XskSNxDBmC8fhxvK1aoaSlgc+Xp/xCkWkatu++I3jmTMx796KGhUFWFgaPPtZQM5tRQ0PRbDaMZjPuiAgcQ4fiHDoUzWbTE9eEBIynTmE8eRLjyZOkT5mCt1WrAg9pPHSIsEcfJWXePNSaNbF9+SXu9u1RY2L0mwHGjcMXE6MnSPXq5dnWum4dYQ88QNKHH+Jt1Qrz1q0EvfEGtm+/BbOZ9ClTyLrzTnC7qX3ppeDz4YuJ8SfTaU89Rdbtt2PetYvQhx/GsmsXzj59SHv+ef+lYiUzk4BPPyXw3XcxHToEgPuKK/x3DEYNGIAWEED61Kl4Lr+8+K/5eShZWURedx2mgwdJXLoUb4sW2L77Dvtnn2FbswbF69Vrfz3/PGp0tH+7qKgoEhMS/O+j3PFsll9/JWj+fNSoKFLnzUPJzibojTdQw8P1n7Aw7MuWkf744/n2noY++igBH31Ewpo15/SCGo8eJfD998kcPx71XyduJTUVrNYCe7DM27YRNWwYvpo1SZ07F3fXrqV85cpXdM+eeu98nTo4hwzBsn496VOn4u7W7bzbSZJUBGXxInm98NFHATz5ZCgej5KzXx+TJmUwZkw2RqP++COPhNKxo5tFi5LzFHsU55IkqfIqVdu4XJj+/hvTvn2Y9+3DtG8fxvh43O3b47n0Usx79mD/9FOyR48m47HHzr8vr1e/A9Fq1S83nHU5SElPJ+CTTwh87z1MR47gq1UL9xVX6D1NuT85PWUA3nr19ASvXTu0oCDsX32Fdd06FI8Hb4MGuDt2xLx9O+Z9+4CcQfgdOqCZzSgOh/7jdGJISsJ07BiayYTi9eJq1w5P27YE/ve/nPntN/+4rrMZ4uMx79mD6c8/MWRmogYHowUFoQUFoQYFYdq/n8APP8R06BCaouCrX5/0qVMx/fEHIS+/DKBP16MoeXq11KAgDJn/jE/0RUSg1q5N2jPP4O7cGduKFZh37cLTvLme6Goa2bfcgueyy/LviXE4iBw9GtPBg2Rfdx0Gt1vvcUxIAKNRn46nVSs8TZrgvewyghYsIOSFF1BDQsgaO5as8eP/6Q11u7GtXYt5yxZMBw/i7tABZ//+eXvgvF4CFy4keOZMUBTSnnsOx8iRhD72GIGLF+O+4goyb7sN7yWXgKb5p0EKevVVAt95B2NCAtnXXUf6//2fPu6ttHw+IsaPx7pmDcmLFuHq0ydvOyYmEvDBBwS/8gqps2fjuOYa/2NRISH4RozAOXDguXdMAng8YDZjPHqUml265HlIM5lI+uSTfOehNCQmUqNrV9xdupC8aJE/zsB33yX4xRdBUTi9Zw+YzZi3bMHbuDFaYCCRo0ejuN0kLl1a4B9Jlo0bCXv4YYxHjpB1++2kT5lyzvg0JSsL+4oVGBIT9SK/F+hShnnHDgLfeYfUWbPAasX6/feoERF42rXTYzhrpgDLhg24u3TJ93lKklQERXmRfD7IylLOSWw0DX74wcr06SEcOGCmXTsXDz6YQVqagTlzgtm3z8yMGakMHuygW7eaXH65m7ffTsFulwSpMJIkVV7l3jYOh35ZoSy6+X0+rGvWELhokT5Bco0a+GrW1P+tUQNfvXq427XL91Kmkpqq9xIsX45lxw7cbdviuuoq3N264WnZMv+Ti6Zh3rUL+6ef6mUgcqbOUYOC8Fx+Oardrv/1brNhOHUK8549GM96LTVFybcQqqtjR7JvvFG/5VtV9bFsPh+277/H07w5vnr1iKpRg+Q9e/QEdP9+TLt2Yd28WU+uDAZcPXuSPWIErr59Me/aRcgTT2DeswcF/USM14uC3ovm7NdPH/vm8eg9hr/9hnnnThTPP3fL+i/DRkejuFyY9uzxJ56azYY3JgbF5cJXp46e9Nls+kBwnw/F69XHHXn14ra+qKh/2qZWLdSICAwnT2I6eBDzzp16EufxgKLo+7FY0MLD0QIC8Navj6dtW9xt2+qXSe12/TLSq68S9NZbaEYjyUuW4O7QofD3S84dlEp2NorTqf84HODzYV+2jMBPPiH1uefIHjeuwF0Yjx/HFxsLioJ19Wo8LVoQ/eKLGD//nPSHHsLTti3GI0fAZMLbpAneJk30OzZzEwyvF0NaGoaUFP2GidBQ/RJeAclM0GuvEfL88yQsX44WHEzYgw9i2bYNZ+/epM2Yocfi9VKzUyeUtDS8l16KZetWUubMwTFy5LnxHz1K4FtvEbBkCVpwMJ5WrbCtXYuzd2+SP/gA0MekBf73v9iXLsWQmYlj6FBS3nij8Nf3PIx//40hKws8HhSfD194OGpsbJ7eLuORIwS/+CIBy5fji4wkacmSAuewBP0ScPSAATiuvprU+fPPmUxakqQiKOxF8nrhttsi2L/fxM8/x6Mo+md182YLc+cGs2GDFatVY+7cFIYMcfrf5z4ffP21jbg4FwEBGgcOmKhXz1ui+VUvRpIkVV7SNkXk8WD/+GOCX30VNTwcLJZ/ep0cDnxRUXhbtMCT+3PppWjh4foJOiNDH8CdmaknIw0aFHq4gtrFtH8/9s8/x/7FF5hOnkQzGFBUFdVux9W1K4rTiXXTJlxdu+IYOBDbunVYf/zRP3ZNM5vxtGmjl0ro0AFvixb4oqLOvevN59OTmt27Me/ahfHIEX8PW26yobjdepFXo1EfXGs0omiaPhYuPj5PTxjoSaOvbl28jRvr5SRMJv31yf3JysK8fz/GU6f09U0mPWls2FC/GUBVMf/1F45Bg1AjIzFv346iabi6dMHVrZs+AHr7dszbtmHZuhXL77/rhWgLoAYE4LrqKjxt2uBp0QIlO/ufS5mnTulx5CaSmqZfLvb59EQUvdp/vvsNC9OTpdBQPTnK/cmp0aYpClpAAFpgoP5vQACa2ex/LQ0ZGfhiYzFv2YKiaaQ9+6zek3VWz45p926C3n0X+7JlZI0fT/oTT+R9n+zeTdDrr2P/8kswGnEMH6635Z9/4uzenazbbsPVpw/BL75I8Pz5aDabXobAaNTvuq1dG81iwbxnjz4esEULsFj0BNxsRjOZ0CwW/TKk2axful6/3t+zFh0Xh/lfk3K7OnYkKaeGW9ikSdiXLkUzGsm64w4y77pLH/emaSgpKf7LycaTJ1E8Hv8fQ5b16wmeP5/0J544Z9yXJElFcL4XSdPg0UdD+e9/A7n//gwmTMhiyRI7L70UgterT+Tq9Srce28Gjz6aUW0GTVcGciKuvKRtKqdC20VVsWzahO2HH/BcdhnOfv3QAgOBnDEyISH/9FY4HFh/+QXNZsPdtm353/EJ4PNhSEzEeOYMhsREfLVq6QO7i3Bsw5kz+iTZ27Zh3r4d48mTGDIzUTIy9N6JQmiKgrd5c4xHjvh7/3K5OnYk46GHMO/Zox9jxw5Mf/+dZx01MFAfSF+rFprNpp88NA0lK0sfb1e3Lpl9+uCrVw9f/fr63JJe7z93l+b8KBkZaOHh+o0P4eGoERFodrs/IVSysv5JED0evfcv519DSgrmAwf0l7JWLZy9euljcrxe/TLzmTP6a3vmjL6NpumXpTQNxeXCvG8falAQ2WPGkHnrrfolSpeL4JdfJuj11/HFxJA6Zw6a2UzAkiWY/v4b6+bNaFYr7ssv19vuyBH/eLkCX2tACwzUe+iA7GuuwZiQoCfWKSl51zWZcF9xhX55+Ntv8dWti6tTJ4zJyRgPHcJ0+DDGY8fy3IxSEF9YGGd27crTIydJUhEU9CKpKrzwQjCvvx5M794OgoM1vv3WjtutEB2t1zZyOhVeeimVG24ovIFE8ciJuPKStqmcpF0K4PPpvXJpaRiSkjAeOaLXLduzB0NKCu527Uh/6im0oCAsP/8MoPd6ZWdjyMzEFxNzTrFTJS0N0759aCEhetmHQkoVXKi2MZw6pfcErlmDdf36PL1iamCg/zKzZrfjr1ZsMKAZDHjatyfr5pvzvcxt3ryZ8IkT9fpnUVEYExPx1qlD9tixZN944z8lCDQN0549hD71lL98iadZMzLvvx88Hiy//or9m28wpKXpl1hDQjCkp+OLicF7ySV4mzXT73xt1EhPwn75BcumTZh37fLfpAE5l3MbNNBLe9St6y+/4YuN1dvDbMYYH68nh6dPY4yPR8nMJOPRR/M8L0mSiiAqKoq//kpm1y6z/2f/fhOHDpnwev/pGgoNVRkxIpvRo7Np3tyLxwNOp0JwsIwvKg/yhV95SdtUTtIulVeFtI3Hg2nvXjS7Xa8JVorJk0G/2zV41iyMR4+SPWqUPnfheYphGg8fxvLrr2Cx6Jf+PB5qtWiBr04d0p9+utB6YXmOnZmJZetWNKMRb8OGeh2uEkww/W+VLknavn077733Hqqq0qdPH4bnV/b/X8ozSZo4MYyNG+2cOPFPMtSggZfmzT3UqKFy4ICJO+/MpEkTL7GxvpJMpyRKSL7wKy9pm8pJ2qXykrYBXC4sv/+uT11TSU6mlWruNlVVWbhwIU888QSRkZH83//9H+3bt6dOCadJKAtGo0bNmhpt2jhp0MBLw4b6wOphwxx5SqoIIYQQohSs1kpfb6k8FZokHThwgFq1alEz51bbK6+8ks2bN1dokvTEE+m0ahUI5B0YuGGDlTlzUiskJiGEEEJUL4UmScnJyURGRvp/j4yMZP/+/eUaVGFCQzVOnXJz6lQybreCywVut0Ldur7CNxZCCCGEKIIyu8C4evVqVq9eDcCMGTOIyqdCbVkymUxElHByQFF+TCZTube9KBlpm8pJ2qXykrapnC5kuxSaJEVERJCUlOT/PSkpKd/kJC4ujri4OP/v5T3YTQbUVU7SLpWXtE3lJO1SeUnbVE4XcuB2offiNW7cmFOnThEfH4/X62Xjxo20b9++TIMTQgghhKhsCu1JMhqNjB8/nueeew5VVenVqxd169a9ELEJIYQQQlSYIo1JuuKKK7jiiivKOxYhhBBCiEqj9KUvhRBCCCGqIUmShBBCCCHyIUmSEEIIIUQ+JEkSQgghhMiHJElCCCGEEPmQJEkIIYQQIh+KpmlaRQchhBBCCFHZVNmepEcffbSiQxD5kHapvKRtKidpl8pL2qZyupDtUmWTJCGEEEKI8iRJkhBCCCFEPqpskhQXF1fRIYh8SLtUXtI2lZO0S+UlbVM5Xch2kYHbQgghhBD5qLI9SUIIIYQQ5clU0QEU1/bt23nvvfdQVZU+ffowfPjwig7popWYmMhrr71GamoqiqIQFxfHwIEDyczMZM6cOSQkJBAdHc2kSZMICgqq6HAvOqqq8uijjxIREcGjjz5KfHw8c+fOJSMjg0aNGnHfffdhMlW5r4AqLysriwULFnDs2DEUReGuu+4iJiZGPjMV7KuvvmLNmjUoikLdunW5++67SU1Nlc9MBXj99dfZunUroaGhzJ49G6DA84qmabz33nts27YNq9XK3XffTaNGjcoslirVk6SqKgsXLuSxxx5jzpw5bNiwgePHj1d0WBcto9HImDFjmDNnDs899xwrV67k+PHjLFu2jMsuu4z58+dz2WWXsWzZsooO9aL0zTffEBsb6//9v//9L4MGDeKVV14hMDCQNWvWVGB0F6/33nuPtm3bMnfuXGbOnElsbKx8ZipYcnIy3377LTNmzGD27NmoqsrGjRvlM1NBevbsyWOPPZZnWUGfkW3btnH69Gnmz5/P7bffzjvvvFOmsVSpJOnAgQPUqlWLmjVrYjKZuPLKK9m8eXNFh3XRCg8P92fsdrud2NhYkpOT2bx5Mz169ACgR48e0kYVICkpia1bt9KnTx8ANE3jjz/+oHPnzoD+JSTtcuFlZ2fz559/0rt3bwBMJhOBgYHymakEVFXF7Xbj8/lwu92EhYXJZ6aCtGjR4pye1II+I7///jvdu3dHURQuueQSsrKySElJKbNYqlS/YXJyMpGRkf7fIyMj2b9/fwVGJHLFx8dz6NAhmjRpQlpaGuHh4QCEhYWRlpZWwdFdfBYtWsTNN9+Mw+EAICMjg4CAAIxGIwAREREkJydXZIgXpfj4eEJCQnj99dc5cuQIjRo1Yty4cfKZqWAREREMGTKEu+66C4vFQps2bWjUqJF8ZiqRgj4jycnJREVF+deLjIwkOTnZv25pVameJFE5OZ1OZs+ezbhx4wgICMjzmKIoKIpSQZFdnLZs2UJoaGiZXpcXZcPn83Ho0CH69evHSy+9hNVqPefSmnxmLrzMzEw2b97Ma6+9xptvvonT6WT79u0VHZYowIX8jFSpnqSIiAiSkpL8vyclJREREVGBEQmv18vs2bO56qqr6NSpEwChoaGkpKQQHh5OSkoKISEhFRzlxWXv3r38/vvvbNu2DbfbjcPhYNGiRWRnZ+Pz+TAajSQnJ8tnpwJERkYSGRlJ06ZNAejcuTPLli2Tz0wF27VrFzVq1PC/7p06dWLv3r3ymalECvqMREREkJiY6F+vrPOCKtWT1LhxY06dOkV8fDxer5eNGzfSvn37ig7roqVpGgsWLCA2NpbBgwf7l7dv354ff/wRgB9//JEOHTpUVIgXpdGjR7NgwQJee+01Jk6cSKtWrbj//vtp2bIlv/zyCwDr1q2Tz04FCAsLIzIykpMnTwL6yblOnTrymalgUVFR7N+/H5fLhaZp/naRz0zlUdBnpH379vz0009omsa+ffsICAgos0ttUAWLSW7dupXFixejqiq9evXi2muvreiQLlp//fUXTz75JPXq1fN3fd544400bdqUOXPmkJiYKLczV7A//viDL7/8kkcffZQzZ84wd+5cMjMzadiwIffddx9ms7miQ7zoHD58mAULFuD1eqlRowZ33303mqbJZ6aCffrpp2zcuBGj0UiDBg248847SU5Ols9MBZg7dy579uwhIyOD0NBQRo4cSYcOHfL9jGiaxsKFC9mxYwcWi4W7776bxo0bl1ksVS5JEkIIIYS4EKrU5TYhhBBCiAtFkiQhhBBCiHxIkiSEEEIIkQ9JkoQQQggh8iFJkhBCCCFEPiRJEkKUymuvvcbHH39cIcfWNI3XX3+d//znP/zf//1fhcTwb59++inz58+v6DCEEGWgSlXcFkIU7p577sHlcvHqq69is9kA+OGHH1i/fj3Tpk2r2ODK2F9//cXOnTt54403/M/1bOvWreONN97AYrHkWT5v3jypniyEKJQkSUJUQ6qq8s0331S5YquqqmIwFL2DOyEhgejo6HwTpFyXXHIJ06dPL4vwhBAXGUmShKiGhg4dyvLly+nfvz+BgYF5HouPj+fee+9lyZIl/hnOp02bxlVXXUWfPn1Yt24dP/zwA40bN2bdunUEBQVx3333cerUKT755BM8Hg8333wzPXv29O8zPT2d6dOns3//fho2bMi9995LdHQ0ACdOnODdd9/l77//JiQkhFGjRnHllVcC+qU6i8VCYmIie/bs4eGHH6Z169Z54k1OTubtt9/mr7/+IigoiGHDhhEXF8eaNWtYuHAhXq+XMWPGMGTIEEaOHFms1+mee+4hLi6On376idTUVDp06MBtt93m73lavXo1y5cvJzMzk+bNmzNhwgR/D9SxY8dYtGgRf//9NyaTiauvvtqflHq9Xl599VV+++03oqKiuOeee/xVgJctW8a3336Lw+EgPDyc2267jcsuu6xYcQshLgwZkyRENdSoUSNatmzJl19+WaLt9+/fT/369Xn33Xfp1q0bc+fO5cCBA8yfP5/77ruPd999F6fT6V//559/5rrrrmPhwoU0aNDAPybH6XTy7LPP0q1bN9555x0mTpzIwoULOX78eJ5tr7nmGhYvXkzz5s3PiWXevHlERkby5ptv8uCDD7JkyRJ2795N7969mTBhApdccgkffPBBsROks4//+OOP88orr3Dq1Cm++OILAHbv3s2SJUuYNGkSb731FtHR0cybNw8Ah8PB9OnTadu2LW+++Sbz58/Pk+hs2bKFK6+8kkWLFtG+fXveffddAE6ePMnKlSt54YUXeP/993n88cf9yaQQovKRJEmIamrkyJF8++23pKenF3vbGjVq0KtXLwwGA1deeSVJSUmMGDECs9lMmzZtMJlMnD592r/+FVdcQYsWLTCbzdx4443s27ePxMREtm7dSnR0NL169cJoNNKwYUM6derEpk2b/Nt26NCB5s2bYzAYzhk7lJiYyF9//cVNN92ExWKhQYMG9OnTxz/RZVHs37+fcePG+X/uu+++PI/379+fqKgogoKCuOaaa9iwYQMA69evp1evXjRq1Aiz2czo0aPZt28f8fHxbNmyhbCwMIYMGYLFYsFut9O0aVP/Pps3b84VV1yBwWCge/fuHD58GACDwYDH4+H48eP+udtq1apV5OcihLiw5HKbENVUvXr1aNeuHcuWLSM2NrZY24aGhvr/n5u4hIWF5Vl2dk9SZGSk//82m42goCBSUlJISEjwJym5fD4f3bt3z3fbf0tJSSEoKAi73e5fFhUVxcGDB4v8XJo2bXreMUlRUVH+/0dHR5OcnOw/dsOGDc95XsnJySQlJVGzZs0C9/nv18/j8eDz+ahVqxbjxo3js88+4/jx47Rp04axY8fKIHIhKilJkoSoxkaOHMmUKVMYPHiwf1nuIGeXy0VAQAAAqamppTpOUlKS//9Op5PMzEzCw8OJjIykRYsWTJ06tcBtFUUp8LHw8HAyMzNxOBz+RCkxMbFMk4rExMQ8/8/dd3h4eJ7Hcp9XREQEkZGRbNy4sUTH69atG926dSM7O5u33nqLDz/88JzeLSFE5SCX24SoxmrVqkWXLl349ttv/ctCQkKIiIhg/fr1qKrKmjVrOHPmTKmOs23bNv766y+8Xi8ff/wxl1xyCVFRUbRr145Tp07x008/4fV68Xq9HDhwIM+YpPOJioqiWbNmfPTRR7jdbo4cOcLatWu56qqrShXv2VauXElSUhKZmZl88cUXdOnSBYCuXbuydu1aDh8+jMfjYcmSJTRp0oQaNWrQrl07UlJS+Prrr/F4PDgcDvbv31/osU6ePMnu3bvxeDxYLBYsFst5k0QhRMWSniQhqrkRI0awfv36PMvuuOMO3nnnHZYsWULv3r255JJLSnWMrl278tlnn7Fv3z4aNWrk7xmx2+088cQTLF68mMWLF6NpGvXr1+eWW24p8r4feOAB3n77be644w6CgoK4/vrrz7kD7nz27dvHmDFj8ix76qmnaNKkCaD37Dz77LOkpKTQvn17rrvuOgBat27NqFGjmD17NpmZmTRr1oyJEyfmeV6LFi3i888/x2QyMWjQoDzjkvLj8Xj48MMPOXHiBEajkWbNmnH77bcX+bkIIS4sRdM0raKDEEKIinDPPfdwxx13FCvpEkJcPORymxBCCCFEPiRJEkIIIYTIh1xuE0IIIYTIh/QkCSGEEELkQ5IkIYQQQoh8SJIkhBBCCJEPSZKEEEIIIfIhSZIQQgghRD4kSRJCCCGEyMf/A8x6gYqOY0/WAAAAAElFTkSuQmCC\n"},"metadata":{}}]},{"cell_type":"code","source":["model.save('/content/drive/MyDrive/model_inc.h5')"],"metadata":{"id":"7gZMmfvD_W0v"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["model = load_model(\"/content/drive/MyDrive/sign_lang/model_inc.h5\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8UzEF_dDAFEQ","executionInfo":{"status":"ok","timestamp":1679729372223,"user_tz":-330,"elapsed":5278,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"83a21a49-ed31-4bec-fe72-4602632f1d40"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stderr","text":["WARNING:tensorflow:Error in loading the saved optimizer state. As a result, your model is starting with a freshly initialized optimizer.\n"]}]},{"cell_type":"code","source":["model.evaluate(val)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Xaqew0PAAE_3","outputId":"6541c507-c940-4a6a-807a-f1ad9d3881e3"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["311/318 [============================>.] - ETA: 5s - loss: 0.2091 - acc: 0.9371"]}]},{"cell_type":"code","source":["class_map = {0: '1', 1: '3', 2: '4', 3: '5', 4: '7', 5: '8', 6: '9', 7: 'A', 8: 'B', 9: 'Baby', 10: 'Brother', 11: 'C', 12: 'D', 13: 'Dont_like', 14: 'E', 15: 'F', 16: 'Friend', 17: 'G', 18: 'H', 19: 'Help', 20: 'House', 21: 'I', 22: 'J', 23: 'K', 24: 'L', 25: 'Like', 26: 'Love', 27: 'M', 28: 'Make', 29: 'More', 30: 'N', 31: 'Name', 32: 'No', 33: 'O_OR_0', 34: 'P', 35: 'Pay', 36: 'Play', 37: 'Q', 38: 'R', 39: 'S', 40: 'Stop', 41: 'T', 42: 'U', 43: 'V_OR_2', 44: 'W_OR_6', 45: 'With', 46: 'X', 47: 'Y', 48: 'Yes', 49: 'Z', 50: 'nothing'}"],"metadata":{"id":"UalcUbbYrkYV"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def generate_predictions(test_image_path, actual_label):\n"," \n"," test_img = tf.keras.utils.load_img(test_image_path, target_size=(200, 200))\n"," test_img_arr = tf.keras.utils.img_to_array(test_img)/255.0\n"," test_img_input = test_img_arr.reshape((1, test_img_arr.shape[0], test_img_arr.shape[1], test_img_arr.shape[2]))\n","\n"," predicted_label = np.argmax(model.predict(test_img_input))\n"," predicted_category = class_map[predicted_label]\n"," plt.figure(figsize=(5, 5))\n"," plt.imshow(test_img_arr)\n"," plt.title(\"Predicted Label: {}, Actual Label: {}\".format(predicted_category, actual_label))\n"," plt.grid()\n"," plt.axis('off')\n"," plt.show()"],"metadata":{"id":"C53R_Tpiq4_G"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["test_img = '/content/drive/MyDrive/sign_lang/letterb.jpeg'\n","\n","\n","generate_predictions(test_img, actual_label='')"],"metadata":{"id":"cciXjcKipLCr","colab":{"base_uri":"https://localhost:8080/","height":337},"executionInfo":{"status":"ok","timestamp":1679729932655,"user_tz":-330,"elapsed":1624,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"9f56ce67-d625-4219-f516-f322927ef959"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["1/1 [==============================] - 0s 122ms/step\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":["test_img = '/content/drive/MyDrive/sign_lang/letters.jpeg'\n","\n","\n","generate_predictions(test_img, actual_label='')"],"metadata":{"id":"bu2Brl0fpK5X","colab":{"base_uri":"https://localhost:8080/","height":337},"executionInfo":{"status":"ok","timestamp":1679730014697,"user_tz":-330,"elapsed":2402,"user":{"displayName":"Khushi Agarwal","userId":"05487265150725515561"}},"outputId":"2981f813-27a9-42c0-ca4f-1e5a3cecee1b"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["1/1 [==============================] - 0s 407ms/step\n"]},{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":[],"metadata":{"id":"AKkph5k-pKxn"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":[],"metadata":{"id":"AgFMbij9tgZ1"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":[],"metadata":{"id":"egd6d7dxtgWu"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":[],"metadata":{"id":"7G332zoCtgQa"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":[],"metadata":{"id":"nTgOVoJwtgNl"},"execution_count":null,"outputs":[]}]} \ No newline at end of file