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clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clip-text-decoder

Generate text captions for images from their embeddings.

compare_gan

Compare GAN code.

cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

cvpr2016

Learning Deep Representations of Fine-grained Visual Descriptions

d2gan_gan

Double Discriminator GAN

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

dualgan

DualGAN-tensorflow: tensorflow implementation of DualGAN

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan-image-captioning

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans-awesome-applications

Curated list of awesome GAN applications and demo

generative-models

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

icml2016

Generative Adversarial Text-to-Image Synthesis

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

improved-gan

Code for the paper "Improved Techniques for Training GANs"

inception-score-pytorch

Inception Score for GANs in Pytorch

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

jarvis

Personal Voice Assistant made with Python and has a cool looking GUI

machinelearning-deeplearning-code

The full collection of all codes for my Youtube Channel segregated as per topic.

open_clip

An open source implementation of CLIP.

paddlegan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

pytorch-examples

Starting with deep learning and PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

sd2gan

SD2GAN: A Siamese Dual Discriminator Generative Adversarial Network for Mode Collapse Reduction

siamese-neural-networks-for-one-shot-image-recognition

One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.

singan

Implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

singan_original

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"