scott-mao

ASSL

[NeurIPS'21 Spotlight] PyTorch code for our paper "Aligned Structured Sparsity Learning for Efficient Image Super-Resolution"

BEVDet

Official code base for BEVDet.

CHIP_NeurIPS2021

Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).

CyDAS

Cyclic Differentiable Architecture Search

FisherPruning-Pytorch

An implementation of <Group Fisher Pruning for Practical Network Compression> based on pytorch and mmcv

LESA

Locally Enhanced Self-Attention: Rethinking Self-Attention as Local and Context Terms

RUAS

This is the official code for the paper "Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision"

tinyml

Torch-Pruning

Pruning channels for model acceleration

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

2021-IJCV-YOLY

PyTorch implementation for You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network (YOLY) (IJCV 2021)

ACLL-CNN

Auto-Curation Low-Light Convolutional Neural Network

Attention-mechanism

Bread

Official implementation for "Low-light Image Enhancement via Breaking Down the Darkness"

cluster-contrast-reid

dark-burst-photography

Official Tensorflow Implementation for "Burst Denoising of Dark Images", IEEE Transactions on Image Processing, November 2021

DexiNed

DexiNed: Dense EXtreme Inception Network for Edge Detection

DocTr

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

festereo

Fast CNN Stereo Depth Estimation through Embedded GPU Device

HEP

Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior

kapao

KAPAO is an efficient multi-person human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

KD-Loss

Facial Landmark Detection Using Knowledge Distillation-Based Neural Networks

LLFlow

The code release of paper "AAAI Low-Light Image Enhancement with Normalizing Flow", AAAI 2022

Multimodal-Fusion-CRNN

PyTorch Multimodal-Fusion CRNN for dynamic hand gesture recognition on DHG-14/28 and SHREC'17.

RepOptimizers

Official repo of RepOptimizers and RepOpt-VGG

Restormer

Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Semantic-Guided-Low-Light-Image-Enhancement

This is the official Pytorch implementation for our paper "Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement."

SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

TransMEF

Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning. Code will be available soon.