INSFAN

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

Zero-DCE

Zero-DCE code and model

ISP-pipeline-hdrplus

Denoise,HDR,Isppipeline,Image-processing(图形处理),camera, Isp ,HDRplus

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

DeepUPE

Underexposed Photo Enhancement Using Deep Illumination Estimation

Illumination-Adaptive-Transformer

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

ECBSR

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

Zero-DCE_extension

AISP

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

OF_DIS

Fast Optical Flow using Dense Inverse Search (DIS)

PPR10K

Official Implementation and Dataset of "PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency", CVPR 2021

deep-burst-sr

Official implementation of Deep Burst Super-Resolution

SemanticSegmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

LCDPNet

Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]

CSRNet

(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching

PMN

[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)

DeepHDRVideo

HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset (ICCV 2021)

CLUT

Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models! :relaxed:

abd-skin-segmentation

Deep learning techniques for skin segmentation on novel abdominal dataset. Work conducted as part of the development process of an autonomous robotic ultrasound system.

neurop

(ECCV 2022) Neural Color Operators for Sequential Image Retouching

Joint-HDRDN

SepLUT

[ECCV 2022] Official PyTorch Implementation of "SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement" (https://arxiv.org/abs/2207.08351)

Deep-Deghosting-HDR

Implementation of ICCP 2019 paper 'A Fast, Scalable, and Reliable Deghosting Method for Extreme Exposure Fusion'

HDRnet-PyTorch

A PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement'

unpaired_hdr_tmo

HDR-Fast-Local-Laplacian

HDR recovering and tonemapping using fast local laplacian approach

AIM22-ReverseISP-MiAlgo

PyTorch implementation of AIM 2022 reverse ISP challenge by MiAlgo team.

HSTHdr

offical code of Ghost-free High Dynamic Range Imaging via Hybrid CNN-Transformer and Structure Tensor