Stars
Repo for counting stars and contributing. Press F to pay respect to glorious developers.
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 …
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…
Count the MACs / FLOPs of your PyTorch model.
LPIPS metric. pip install lpips
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
A collection of high-impact and state-of-the-art SR methods
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
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…
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
My Reading Lists of Deep Learning and Natural Language Processing
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
Real-World Super-Resolution via Kernel Estimation and Noise Injection
[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…
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
Underexposed Photo Enhancement Using Deep Illumination Estimation
Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019
Scripting in Photoshop is used to automate a wide variety of repetitive task or as complex as an entire new feature
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)
Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021
Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021
Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images (TIP 2018)
Official Implementation and Dataset of "PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency", CVPR 2021