From 27c1f5a82527ae54ffb8887f1129ec89b765c3de Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 21:03:00 +0530 Subject: [PATCH 01/11] Data Visualization with python --- machine learning/Data Visualization | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 machine learning/Data Visualization diff --git a/machine learning/Data Visualization b/machine learning/Data Visualization new file mode 100644 index 0000000..a8f7d7e --- /dev/null +++ b/machine learning/Data Visualization @@ -0,0 +1,24 @@ +import pandas as pd +import seaborn as sns +import matplotlib.pyplot as plt +data=pd.read_excel("file:///C:/Users/user/Downloads/Training_Images_Data.xlsx") +data.columns + + +sns.set_style("darkgrid") + +sns.countplot(data['No.of dects'],palette="rocket") + + +data['Width'].fillna(data['Width'].median(),inplace=True) +data['Height'].fillna(data['Height'].median(),inplace=True) + +plt.figure(figsize=(10,6)) +plt.subplot(2,2,1) +sns.distplot(data['Width']) + +plt.subplot(2,2,2) +sns.distplot(data['Height']) + +plt.figure(figsize=(10,6)) +data['Defect-name'].value_counts().plot.bar() From 18be3aa2301426723f82b085a40320833365cfcc Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 21:05:09 +0530 Subject: [PATCH 02/11] Delete Data Visualization --- machine learning/Data Visualization | 24 ------------------------ 1 file changed, 24 deletions(-) delete mode 100644 machine learning/Data Visualization diff --git a/machine learning/Data Visualization b/machine learning/Data Visualization deleted file mode 100644 index a8f7d7e..0000000 --- a/machine learning/Data Visualization +++ /dev/null @@ -1,24 +0,0 @@ -import pandas as pd -import seaborn as sns -import matplotlib.pyplot as plt -data=pd.read_excel("file:///C:/Users/user/Downloads/Training_Images_Data.xlsx") -data.columns - - -sns.set_style("darkgrid") - -sns.countplot(data['No.of dects'],palette="rocket") - - -data['Width'].fillna(data['Width'].median(),inplace=True) -data['Height'].fillna(data['Height'].median(),inplace=True) - -plt.figure(figsize=(10,6)) -plt.subplot(2,2,1) -sns.distplot(data['Width']) - -plt.subplot(2,2,2) -sns.distplot(data['Height']) - -plt.figure(figsize=(10,6)) -data['Defect-name'].value_counts().plot.bar() From b3a4fced644574babac0b3dd00713fc4073c5f87 Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 21:06:11 +0530 Subject: [PATCH 03/11] Create Data Visualization --- machine learning/Data Visualization | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 machine learning/Data Visualization diff --git a/machine learning/Data Visualization b/machine learning/Data Visualization new file mode 100644 index 0000000..a8f7d7e --- /dev/null +++ b/machine learning/Data Visualization @@ -0,0 +1,24 @@ +import pandas as pd +import seaborn as sns +import matplotlib.pyplot as plt +data=pd.read_excel("file:///C:/Users/user/Downloads/Training_Images_Data.xlsx") +data.columns + + +sns.set_style("darkgrid") + +sns.countplot(data['No.of dects'],palette="rocket") + + +data['Width'].fillna(data['Width'].median(),inplace=True) +data['Height'].fillna(data['Height'].median(),inplace=True) + +plt.figure(figsize=(10,6)) +plt.subplot(2,2,1) +sns.distplot(data['Width']) + +plt.subplot(2,2,2) +sns.distplot(data['Height']) + +plt.figure(figsize=(10,6)) +data['Defect-name'].value_counts().plot.bar() From 9a8855ce15a8055321b0d7705a235b953580e5ed Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 21:22:50 +0530 Subject: [PATCH 04/11] Implementation of Algorithms in python --- machine learning/Data Visualization | 46 ++++++++++++++--------------- 1 file changed, 22 insertions(+), 24 deletions(-) diff --git a/machine learning/Data Visualization b/machine learning/Data Visualization index a8f7d7e..79a91bb 100644 --- a/machine learning/Data Visualization +++ b/machine learning/Data Visualization @@ -1,24 +1,22 @@ -import pandas as pd -import seaborn as sns -import matplotlib.pyplot as plt -data=pd.read_excel("file:///C:/Users/user/Downloads/Training_Images_Data.xlsx") -data.columns - - -sns.set_style("darkgrid") - -sns.countplot(data['No.of dects'],palette="rocket") - - -data['Width'].fillna(data['Width'].median(),inplace=True) -data['Height'].fillna(data['Height'].median(),inplace=True) - -plt.figure(figsize=(10,6)) -plt.subplot(2,2,1) -sns.distplot(data['Width']) - -plt.subplot(2,2,2) -sns.distplot(data['Height']) - -plt.figure(figsize=(10,6)) -data['Defect-name'].value_counts().plot.bar() +#Through this program, i am plotting the graph for comparison of year wise percentage of usage of bus. + +import numpy as np +import matplotlib.pyplot as plt + + +# creating the dataset +data = {'2015':71, '2016':81, '2017':84, + '2018':79, '2019':85} +courses = list(data.keys()) +values = list(data.values()) + +fig = plt.figure(figsize = (10, 5)) + +# creating the bar plot +plt.bar(courses, values, color ='maroon', + width = 0.4) + +plt.xlabel("Year wise Comparison") +plt.ylabel("Percentage Usage of Buses") +plt.title("Buses Usage Survey of 4 Years") +plt.show() From 53d448838a6b3ce85507a9ac7fb79531b6454d30 Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 21:59:19 +0530 Subject: [PATCH 05/11] Create Face_Mask Program using python --- .../Face_Mask Program using python | 70 +++++++++++++++++++ 1 file changed, 70 insertions(+) create mode 100644 machine learning/Face_Mask Program using python diff --git a/machine learning/Face_Mask Program using python b/machine learning/Face_Mask Program using python new file mode 100644 index 0000000..7748381 --- /dev/null +++ b/machine learning/Face_Mask Program using python @@ -0,0 +1,70 @@ +# -*- coding: utf-8 -*- +"""FaceMask Program.ipynb + +Automatically generated by Colaboratory. + +Original file is located at + https://colab.research.google.com/drive/1nV51hyNEW5c_kN41Z_VruKXOlQMVR7TF + +Task - Face Mask Challange By Shubham Jha + +Problem - You are provided with some sample images along with this task. These are images extracted from a Celebrity Dataset to be used for segmentation. The task here though, is to crop the original image (named like 'xx.jpg') using it's corresponding mask provided (named like '000xx_skin.png'). +For a complete illustration see all cells below. + +For this task you should only use 'numpy' for the masking task. Please use standard image processing libraries like opencv, seaborn, matplotlib etc. + +Imports and Dependencies +""" + +import numpy as np +import pandas as pd +import cv2 as cv +from google.colab.patches import cv2_imshow # for image display +from skimage import io +from PIL import Image +import matplotlib.pylab as plt +import os +from sklearn.datasets import load_sample_images + +from PIL import Image +img = plt.imread('/content/FaceMaskData/62.jpg') +plt.imshow(img) +print(img.shape) + +img_face = cv2.imread('/content/FaceMaskData/62.jpg') +img_mask = cv2.imread('/content/FaceMaskData/00062_skin.png') +##Resizing images +img_face = cv2.resize(img_face, (400,400), interpolation = cv2.INTER_AREA) +img_mask = cv2.resize(img_mask, (400,400), interpolation = cv2.INTER_AREA) + + +for h in range(len(img_mask)): + for w in range(len(img_mask)): + if img_mask[h][w][0] == 0: + for i in range(3): + img_face[h][w][i] = 0 + else: + continue + +plt.imshow(img_face) + +from PIL import Image +img = plt.imread('/content/FaceMaskData/5.jpg') +plt.imshow(img) +print(img.shape) + +img_face = cv2.imread('/content/FaceMaskData/5.jpg') +img_mask = cv2.imread('/content/FaceMaskData/00005_skin.png') +##Resizing images +img_face = cv2.resize(img_face, (400,400), interpolation = cv2.INTER_AREA) +img_mask = cv2.resize(img_mask, (400,400), interpolation = cv2.INTER_AREA) + +for h in range(len(img_mask)): + for w in range(len(img_mask)): + if img_mask[h][w][0] == 0: + for i in range(3): + img_face[h][w][i] = 0 + else: + continue + +plt.imshow(img_face) From 898567e349155d7b516ca5b2b2ae0a30e38f8dda Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Fri, 15 Oct 2021 22:00:50 +0530 Subject: [PATCH 06/11] Add files via upload --- machine learning/Face Original Image.png | Bin 0 -> 145910 bytes machine learning/Face_Mask Result Image.png | Bin 0 -> 54546 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 machine learning/Face Original Image.png create mode 100644 machine 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zUI_`Fq(S05PJ<1-QMCN42uHTv2JKlfigZFTAx`S`J;3pg2ycLSX)fR{9RpC(;wx!J zS(CyL*>UHVvpoj2E&Q10p+dvYmlxKXIyKU>^6j>Cur;TuS)rJ#h8<*tjmc|w z9E7d2P`ZPCwSw+&Bc5#%uIzS-(ai4Wu+j0vOF?S(t3>;$U&7G0!4ExilUt|xHy)%4 zdi<(=eLx+; zil*9d-;o}7!{akUC5?bw>AMH!1l(7lGz1)#hY*l!Xt8~5i8lkqU-#_Y0jCHPMR)3h zD=?2p&nbgHa@-<7@iRM$H84(Ry3#fwHh@em^S>60-!&tES9+fZXifjVECh6Kv9$$9 zPX_MCL5?K47rqrv(KShX*;o3HR4ZMNZxO-^Nr#ZO9*bS`$myjUEpW_cT*#DRVvzFbc3y#rfO`>;)eZ{0KYF Date: Sat, 16 Oct 2021 18:13:04 +0530 Subject: [PATCH 07/11] Rename Face_Mask Program using python to Face_Mask _Program.py --- .../{Face_Mask Program using python => Face_Mask _Program.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename machine learning/{Face_Mask Program using python => Face_Mask _Program.py} (100%) diff --git a/machine learning/Face_Mask Program using python b/machine learning/Face_Mask _Program.py similarity index 100% rename from machine learning/Face_Mask Program using python rename to machine learning/Face_Mask _Program.py From c8a722be4b26e6971ecff2d6c2aceb9ca3456a5f Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Sat, 16 Oct 2021 18:16:29 +0530 Subject: [PATCH 08/11] Create Svm Algorithm.py --- machine learning/Svm Algorithm.py | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100644 machine learning/Svm Algorithm.py diff --git a/machine learning/Svm Algorithm.py b/machine learning/Svm Algorithm.py new file mode 100644 index 0000000..2847924 --- /dev/null +++ b/machine learning/Svm Algorithm.py @@ -0,0 +1,26 @@ +"""Implementation of SVM Algorithm Using Python - By Shubham Jha +""" + +from sklearn import svm, datasets +import matplotlib.pyplot as plt +import numpy as np +from sklearn.metrics import accuracy_score +from sklearn.model_selection import train_test_split + +iris = datasets.load_iris() + +X = iris.data[:, :12] # we will take twelve features +y = iris.target +x_train, x_test, y_train, y_test = train_test_split(X, y, random_state = 0, test_size = 0.25) + +clf = svm.SVC(kernel='linear', C=1).fit(x_train, y_train) + +import pandas as pd +Iris = pd.read_csv("/content/train_qnU1GcL.csv") +Iris.head(20) + +classifier_predictions = clf.predict(x_test) +print(accuracy_score(y_test, classifier_predictions)*100) + + +#Accuracy of this model is - 97.36842105263158 From 5eb91892c95c1ab3761df4caa92b5886ecb05e21 Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Sat, 16 Oct 2021 18:17:01 +0530 Subject: [PATCH 09/11] Rename Svm Algorithm.py to SvmAlgorithm.py --- machine learning/{Svm Algorithm.py => SvmAlgorithm.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename machine learning/{Svm Algorithm.py => SvmAlgorithm.py} (100%) diff --git a/machine learning/Svm Algorithm.py b/machine learning/SvmAlgorithm.py similarity index 100% rename from machine learning/Svm Algorithm.py rename to machine learning/SvmAlgorithm.py From ec322a372d4d1676cc1c68b45edaedb165102eae Mon Sep 17 00:00:00 2001 From: Shubham Jha Date: Sat, 16 Oct 2021 18:18:12 +0530 Subject: 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learning/Data Visualization b/machine learning/Data Visualization.py similarity index 100% rename from machine learning/Data Visualization rename to machine learning/Data Visualization.py