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gans-awesome-applications

Curated list of awesome GAN applications and demo
https://github.com/nashory/gans-awesome-applications

Last synced: 6 days ago
JSON representation

Programming Languages
Python 6 Jupyter Notebook 1
Categories
Applications using GANs 74 The landmark papers that I respect. 7 Did not use GAN, but still interesting applications. 7 GAN tutorials with easy and simple example code for starters 3 Trendy AI-application Articles 1 Author 1
Sub Categories
Domain-transfer (e.g. style-transfer, pix2pix, sketch2image) 15 3D Object generation 11 Super-resolution 6 Anime character generation 6 Text2Image (text to image) 5 Face Aging 5 Image Inpainting (hole filling) 5 Object Detection/Recognition 3 Others 3 Interactive Image generation 3 Font generation 3 Human Pose Estimation 3 Photorealistic Image generation (e.g. pix2pix, sketch2image) 3 Adversarial Examples (Defense vs Attack) 3 Image Editing 2 Visual Saliency Prediction (attention prediction) 2 High-resolution image generation (large-scale image) 2 Video (generation/prediction) 2 Synthetic Data Generation 1 Image Blending 1 Real-time face reconstruction 1 Robotics 1
Keywords
gan 2 generative-adversarial-network 2 voxel 1 sketch 1 pix2vox 1 python 1 keras 1 face 1 deep-learning 1 cnn 1 anime 1 pytorch 1 dataset 1