Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

🤖🖌️ Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

Android Camera that uses Enhanced image processing

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

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

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Multiframe Image Deconvolution (ICCV17)

Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

Exposure Fusion Technique