Stars
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Repo for counting stars and contributing. Press F to pay respect to glorious developers.
[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…
Scripting in Photoshop is used to automate a wide variety of repetitive task or as complex as an entire new feature
Official Implementation and Dataset of "PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency", CVPR 2021
PyTorch implementation of "Grid anchor based image cropping"
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
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…
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 …
Count the MACs / FLOPs of your PyTorch model.
LPIPS metric. pip install lpips
Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models!
A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
A collection of high-impact and state-of-the-art SR methods
Underexposed Photo Enhancement Using Deep Illumination Estimation
A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.
[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution
My Reading Lists of Deep Learning and Natural Language Processing
Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution' in CVPR 2022
Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
Dataset and Code for ICCV 2021 paper "Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme"