Repository Index

Official Code for DragGAN (SIGGRAPH 2023)

• artificial-intelligence
• generative-adversarial-network
• generative-models
• image-manipulation

Image-to-Image Translation in PyTorch

• pytorch
• gan
• cyclegan
• pix2pix

PyTorch implementations of Generative Adversarial Networks.

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

• gan
• generative-adversarial-network
• deep-learning
• image-generation

Image-to-image translation with conditional adversarial nets

• computer-vision
• computer-graphics
• gan
• pix2pix

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

• inpainting
• inpainting-methods
• inpainting-algorithm
• computer-vision

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

• privacy-protection
• privacy-enhancing-technologies
• face-recognition
• adversarial-machine-learning

Interactive Image Generation via Generative Adversarial Networks

• generative-adversarial-network
• image-manipulation
• computer-graphics
• computer-vision

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

• tensorlayer
• tensorflow
• super-resolution
• gan

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

• pytorch
• deep-learning
• generative-adversarial-network
• trajectory-prediction

Generative Adversarial Text to Image Synthesis / Please Star -->

• tensorflow
• tensorlayer
• gan
• text-to-image

Solve captcha without manually labeling a training set

• keras
• gan
• neural-network
• generative-adversarial-network

The Simplest DCGAN Implementation

• dcgan
• tensorlayer
• gan
• generative-adversarial-network

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

• generative-adversarial-network
• mri-reconstruction
• computer-vision
• deep-learning

Using Machine Learning to predict the type of exercise from movement data

• keras
• tensorflow
• coreml
• googlecloudml

A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

• adversarial-attacks
• graph-convolutional-networks
• graph-neural-networks
• pytorch

Unsupervised Image to Image Translation with Generative Adversarial Networks

• tensorflow
• tensorlayer
• deep-learning
• image-to-image

This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial example for image classifiers.

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

• tensorflow
• tensorflow2
• watermarking
• neural-network