VitaminX2's repositories
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
BM3D_py
pure Python implement of BM3D
color-correction-toolbox
Camera Color Correction Toolbox
ColorTempTuning
A camera pipeline that allows accurate post-capture white balance editing (CIC best paper award, 2019)
deep-image-processing
Deep learning in image processing
deep-rep
Official implementation of Deep Reparametrization of Multi-Frame Super-Resolution and Denoising
Deep_White_Balance
Reference code for the paper: Deep White-Balance Editing, CVPR 2020 (Oral). Our method is a deep learning multi-task framework for white-balance editing.
docs
misc. docs
DPED
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
ELD
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising (CVPR 2020 Oral & TPAMI 2021)
Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
hdr-plus
HDR+ Implementation
image-denoising-benchmark
Benchmarking Denoising Algorithms with Real Photographs
ImageEnhance_cGAN
Pytorch implementation of "Enhance Image as You Like with Unpaired Learning" (IJCAI 2021)
ImageTools
这是一款图像相关的工具软件，扩展性好。目前集成有镜头计算器、抖动测试工具、看图工具、RAW图编辑（ISP算法的实现）、PQtools直接生成代码、多视频对比等功能。可以方便的进行后期算法的验证
ISP-pipeline-hdrplus
Denoise,HDR,Isppipeline,Image-processing(图形处理),camera, Isp ,HDRplus
isppipeline_Python
isppipeline_Python
Low-light-Image-Enhancement
Python implementation of two low-light image enhancement techniques via illumination map estimation
me_CCM_optimizer
CCM色彩校正矩阵最优化算法
motioncam
Motion Cam is a camera application for Android that replaces the entire camera pipeline. It consumes RAW images and uses computational photography to combine multiple images to reduce noise.
MW-ISPNet
This is the official PyTorch implement of MW-ISPNet. Our Team recieved a Winner award in the AIM 2020 Learned Image ISP challenge (ECCVW 2020).
numpy-100
100 numpy exercises (with solutions)
numpy-tutorials
NumPy tutorials & educational content in notebook format
Python-Multiple-Image-Stitching
Implementation of multiple image stitching
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
RAW-to-sRGB
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision (ICCV 2021)
skyb-aim2020-public
Team <skyb> solution for the AIM2020 mobile image signal processing challenge