mean Average Precision - This code evaluates the performance of your neural net for object recognition.

🕶 A curated list of Tiny Object Detection papers and related resources.

Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.

This is a winning model of OpenEDS Semantic Segmentation Challenge

A list of resources for video enhancement, including video super-resolutio, interpolation, denoising, compression artifact removal et al..

[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Code for deep generative prior (ECCV2020 oral)

Similarity Measure. Re-implementation for PyTorch.

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Python-based optical flow toolkit for existing popular dataset

Low light & Unpair training

CCNet achieves the state-of-the-art performance on Cityscapes and ADE20K.

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Source code for "Camera Response Function Signature For Digital Forensics" (WIFS 2009)

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

Learning to See in the Dark. CVPR 2018

Implementation of the [Lin et al. CVPR'04] paper on radiometric calibration from a single image.

Learning to See in the Dark in PyTorch

Google Research

A PyTorch reimplementation of Holistically-Nested Edge Detection

Image-to-Image Translation in PyTorch

Light-Weight RefineNet for Real-Time Semantic Segmentation

PyTorch Implementations for DeeplabV3 and PSPNet