LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
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Updated
May 7, 2020 - Python
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking
[CVPR 2022 Oral] Official PyTorch Implementation of "GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras”.
[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
[ECCV24] Keypoint Promptable Re-Identification: SOTA ReID method robust to occlusions and multi-person ambiguity
[BMVC 2019] Code for "SRN: Stacked Regression Network for Real-time 3D Hand Pose Estimation"
OpenPifPaf plugin for Posetrack
Headless DeepLabCut (no GUI support)
juxtapose: Multi-Person Pose Tracking Inference SDK with RTMDet, YOLOv8, GDino, RTMPose (ONNX) & Trackers (ByteTrack & BotSORT) & Tapnet with custom ROIs + FastAPI GPU exe
The official repo for the extension of [NeurIPS'22] "APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking": https://github.com/pandorgan/APT-36K
Calculate OKS(Object Keypoints Similarity) from two sets of keypoints
Example of pose recognition and workout repetition counting using Mediapipe framework
A prototype with a demonstration video for real-time human pose estimation and walking speed measurement using YOLOv8 with webcam.
Virtual-Inertial SLAM: VI-SLAM performance evaluations in virtual environments using real inertial data
Push-up-Counter-with-Python-Mediapipe
This model detects and tracks the pose of the human through Image as well as Video using Computer Vision.
A small application to track the athlete gesture and motion over time for running, taekwondo, cycling, triathlon Frameworks: Mediapipe
Computer Vision Exercise Game
ECE445 Senior Design: An AI gym robot for exercise guidance
fitness posture detection and personal artificial trainer
Pose tracking for a collection of videos using AlphaPose
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