janzd

CNN-MNIST

CNN classification model built in Keras used for Digit Recognizer task on Kaggle (https://www.kaggle.com/c/digit-recognizer)

Awesome-Scene-Text-Recognition

A curated list of resources dedicated to scene text localization and recognition

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

ConvVAE

An implementation of Convolutional Variational Autoencoder in Keras

CRNN-Keras

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

CRNN-with-STN

implement CRNN in Keras with Spatial Transformer Network

deep-image-prior

Image restoration with neural networks but without learning.

EAST-1

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

FOTS.PyTorch

FOTS Pytorch 实现

GANotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

GatedConvolution_pytorch

A modified reimplemented in pytorch of inpainting model in Free-Form Image Inpainting with Gated Convolution [http://jiahuiyu.com/deepfill2/]

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

generative_inpainting

Generative Image Inpainting with Contextual Attention, CVPR 2018

improved-wgan-pytorch

Improved WGAN in Pytorch

Keras-GAN

Keras implementations of Generative Adversarial Networks.

MUNIT

Multimodal Unsupervised Image-to-Image Translation

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

pixel_link

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

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

PyTorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

sngan_projection

GANs with spectral normalization and projection discriminator

stylegan

StyleGAN - Official TensorFlow Implementation

SynthText

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

word-or-not