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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Image-to-Image Translation in PyTorch
A Deep Learning based project for colorizing and restoring old images (and video!)
Bringing Old Photo Back to Life (CVPR 2020 oral)
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Style transfer, deep learning, feature transform
Progressive Growing of GANs for Improved Quality, Stability, and Variation
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
The author's officially unofficial PyTorch BigGAN implementation.
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
A collection of pre-trained StyleGAN 2 models to download
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
Coloring black and white images with deep learning.
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
Software that can perform photorealistic style transfer without the need of any post-processing steps.
Tensorflow (Python API) implementation of Deep Photo Style Transfer
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
Implementation of NIMA: Neural Image Assessment in Keras
A diverse benchmark database for multi-paradigm facial beauty prediction