Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

Some awesome colab ipynb collections.

Google Colaboratory Notebooks and Repositories (by @firmai)

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

DeepLearning

Generates raw LaTex code of given PDF formula images using CV

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

Attention OCR by tf.estimator

Neural question generation using transformers

Can sarcastic sentences be identified?

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

Reformer, the efficient Transformer, in Pytorch

Projecting images to latent space with StyleGAN2.

DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Colaboratory Notebooks

Collection of google colaboratory notebooks for fast and easy experiments

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

Continual Learning tutorials and demo running on Google Colaboratory.