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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applcation-of-cnn

CIFAR-10 Keras implementation for my medium blog

articulate

Articulate is a voice input program for Arma 3.

attngan

awesome-text-to-image

A Survey on Text-to-Image Generation/Synthesis.

c2i

CS726 Project:

caffe

Caffe: a fast open framework for deep learning.

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

dcgan

The Simplest DCGAN Implementation

dcgan-for-bird-generation

DCGAN and WGAN implementation on Keras for Bird Generation

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

df-gan

Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis

dhtcrawler2

dhtcrawler is a DHT crawler written in erlang. It can join a DHT network and crawl many P2P torrents. The program save all torrent info into database and provide an http interface to search a torrent by a keyword

fd-gan

FD-GAN: Generative adversarial Networks with Fusion-discriminator for Single Image Dehazing(AAAI'20)

gan

We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.

ganhacks

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

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

icml2016

Generative Adversarial Text-to-Image Synthesis

igan

Interactive Image Generation via Generative Adversarial Networks

image_triplet_loss

Image similarity using Triplet Loss

keras

Deep Learning for humans

keras-gan

Keras implementations of Generative Adversarial Networks.

mirrorgan

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

srgan-1

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

stackgan

stackgan-pytorch

stackgan-v2