CVPR 2021

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthe…

A collection of links and resources helpful to research. Maybe more suitable for peers in computational imaging as the author comes from there.

A reading list for computational optics liteature presented on SIGGRAPH.

Dense Prediction Transformers

Current state of supervised and unsupervised depth completion methods

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

A curated list of resources for Image and Video Deblurring

🐍 Geometric Computer Vision Library for Spatial AI

Code for the paper: Detecting Photoshopped Faces by Scripting Photoshop

Dilated Residual Networks

Implementation of the intrinsic image decomposition algorithm described in "Learning Intrinsic Image Decomposition from Watching the World, Z. Li and N. Snavely, CVPR 2018"

Toward Multimodal Image-to-Image Translation

code release for CVPR 2020 Paper Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination https://people.eecs.berkeley.edu/~pratul/lighthouse/

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

repository to research & share the machine learning articles

Image-to-Image Translation in PyTorch

Mitsuba 2: A Retargetable Forward and Inverse Renderer