jiaweihe1996

GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

BA-Det

(CVPR 2023) Official PyTorch implementation of the paper: 3D Video Object Detection with Learnable Object-Centric Global Optimization.

BA2-Det

action-models

EPIC-Kitchens baselines for Action Recognition

Awesome-NAS

A curated list of neural architecture search (NAS) resources.

CenterTrack

Simultaneous object detection and tracking using center points.

cpnet

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

DeFCN

End-to-End Object Detection with Fully Convolutional Network

HOI-Learning-List

A list of the Human-Object Interaction Learing studies.

jiaweihe1996.github.io

mmdetection

Open MMLab Detection Toolbox and Benchmark

MOT2VOC

Scripts to convert from MOTChallenge dataset to VOC like dataset

nimo-markdown-cv

Maintain your CV in Markdown :sparkles:

ORB_SLAM2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

PCA-GM

Code for ICCV 2019 oral paper: Learning Combinatorial Embedding Networks for Deep Graph Matching

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-template

PyTorch deep learning projects made easy.

qpth

A fast and differentiable QP solver for PyTorch.

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

Retinal-Vessel-Segmentation

SFT_REID

Implementation of "Spectral Feature Tansformation for Person Re-identification"

SiameseX.PyTorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

TimeCycle

Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)

tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"