[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

Official codes for DeSRA (ICML 2023)

Collection of common code that's shared among different research projects in FAIR computer vision team.

Sandwiched Compression: Repurposing Standard Codecs with Neural Network Wrappers

data sdk for baidu Index

Video classification tools using 3D ResNet

CNN LSTM architecture implemented in Pytorch for Video Classification

リアルタイムボイスチェンジャー Realtime Voice Changer

A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution

Latex code for making neural networks diagrams

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Youtube-8m Videos, Frames and Ids Generator. Extract videos from youtube-8m. Extract frames from youtube-8m.

Content adaptive resampler for image downscaling

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions

Implementation of "Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement" (AAAI'20).

Official implementation of "MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video" (TPAMI'19).

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

This repository contains the implementation associated with the paper "Learning to improve image compression without changing the standard decoder".

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation