yangkang779
I am a computer vision researcher, working in the field of object detection and object tracking.
Pinned Repositories
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
3DMPPE_POSENET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
a-PyTorch-Tutorial-to-Object-Detection
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
active_tracking_rl
[ICLR 2019] PyTorch implementation of "AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking"
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
AI-Job-Notes
AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
pytorch-detect-to-track
A pytorch implementation of Detect and Track (https://arxiv.org/abs/1710.03958)
SiamFC-TensorFlow
A TensorFlow implementation of the SiamFC tracker
YOLO-POSE-Bytetrack-STGCN
YOLO-POSE was used for key point detection, Bytetrack for tracking, and STGCN for fall and other behavior recognition
yangkang779's Repositories
yangkang779/YOLO-POSE-Bytetrack-STGCN
YOLO-POSE was used for key point detection, Bytetrack for tracking, and STGCN for fall and other behavior recognition
yangkang779/3DMPPE_POSENET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
yangkang779/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
yangkang779/ByteTrack
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
yangkang779/ByteTrack_ReID
ByteTrack with ReID module following the paradigm of FairMOT, tracking strategy is borrowed from FairMOT/JDE.
yangkang779/CenterNet-better
An easy to understand and better performance version of CenterNet
yangkang779/centerX
This repo is implemented based on detectron2 and centernet
yangkang779/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
yangkang779/DL-HPE
yangkang779/DMB
yangkang779/EagerMOT
Official code for "EagerMOT: 3D Multi-Object Tracking via Sensor Fusion" [ICRA 2021]
yangkang779/eagermot_ms
MindSpore verion of EagerMOT
yangkang779/EasyCV
An all-in-one toolkit for computer vision
yangkang779/GANet
A Keypoint-based Global Association Network for Lane Detection. Accepted by CVPR 2022
yangkang779/HAKE-Action-Torch
HAKE-Action in PyTorch
yangkang779/IoU-Uniform-R-CNN
Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"
yangkang779/JRMOT_ROS
Source code for JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset
yangkang779/mmaction
An open-source toolbox for action understanding based on PyTorch
yangkang779/MPF_GRR_SLT
A width-based Monocular Person Following system with Global descriptor, Ridge Regression online target classifier and Short-Long-Term sampling strategy (MPF_GRR_SLT)
yangkang779/open_clip
An open source implementation of CLIP.
yangkang779/Partial-Person-ReID
yangkang779/Pedestron
[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
yangkang779/person_following_bot
This is a deep learning based robot which follows a person in dynamic environment.
yangkang779/ResNeSt
ResNeSt: Split-Attention Network
yangkang779/StreamYOLO
Real-time Object Detection for Streaming Perception, CVPR 2022
yangkang779/TracKit
[ECCV'20] Ocean: Object-aware Anchor-Free Tracking
yangkang779/TraDeS
Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)
yangkang779/UniDetector
Code release for our CVPR 2023 paper "Detecting Everything in the Open World: Towards Universal Object Detection".
yangkang779/video_analyst
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.
yangkang779/Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.