Stars
Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models!
A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution' in CVPR 2022
[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
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 …
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Source code for 2021 CVPR paper "Seeing in Extra Darkness Using a Deep-red Flash"
Dataset and Code for ICCV 2021 paper "Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme"
Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021
[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for imag…
Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
Official Implementation and Dataset of "PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency", CVPR 2021
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
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…
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Scripting in Photoshop is used to automate a wide variety of repetitive task or as complex as an entire new feature
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
Real-World Super-Resolution via Kernel Estimation and Noise Injection
A collection of high-impact and state-of-the-art SR methods
Small utility for color space conversions of PyTorch Tensors and Variables
Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR…
PyTorch implementation of "Grid anchor based image cropping"