42 Open Source Adversarial Networks Software Projects
Free and open source adversarial networks code projects including engines, APIs, generators, and tools.
Adversarial_video_generation 650 ⭐
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
All About The Gan 617 ⭐
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Attentiongan 266 ⭐
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Adversarial Semisupervised Semantic Segmentation 147 ⭐
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
Show Adapt And Tell 142 ⭐
Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017
Perceptualgan 110 ⭐
Pytorch implementation of Image Manipulation with Perceptual Discriminators paper
Adversarial Examples In Pytorch 105 ⭐
Pytorch code to generate adversarial examples on mnist and ImageNet data.
Moving Semantic Transfer Network 89 ⭐
Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation
Adversarialaudioseparation 62 ⭐
Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"
Chromagan 80 ⭐
Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization
Robust Adv Malware Detection 57 ⭐
Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"
Precision Recall Distributions 48 ⭐
Assessing Generative Models via Precision and Recall (official repository)
Scanpath_prediction 30 ⭐
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)
Research Paper Summaries 16 ⭐
A directory with some interesting research paper summaries in the field of Deep Learning
Ml Image Denoising 15 ⭐
Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder
Nemesyst 13 ⭐
Generalised and highly customisable, hybrid-parallelism, database based, deep learning framework.
Gokriznastic Segan 10 ⭐
A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".