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OpenMMLab Pose Estimation Toolbox and Benchmark.
benchmark udp pytorch cpm pose-estimation hourglass hand-pose-estimation mpii human-pose animal-pose-estimation face-keypoint hrnet rsn higher-hrnet mspn crowdpose ochuman freihand mmpose rtmpose
RTMPose series (RTMPose, DWPose, RTMO, RTMW) without mmcv, mmpose, mmdet etc.
Compute 2D human pose and angles from a video or a webcam.
kinematics sports biomechanics coaching pose-estimation openpose sports-analytics joint-angles markerless kinovea blazepose rtmpose
A fully automated, markerless extrinsic camera calibration pipeline using human motion. Features RTMPose or Metrabs, 3D lifting, and real-world metric scaling.
computer-vision camera-calibration biomechanics pose-estimation multicam metrabs videopose3d rtmpose human-calibration
juxtapose: Multi-Person Pose Tracking Inference SDK with RTMDet, YOLOv8, GDino, RTMPose (ONNX) & Trackers (ByteTrack & BotSORT) & Tapnet with custom ROIs + FastAPI GPU exe
python pytorch object-detection pose-estimation region-of-interest onnx pose-tracking bytetrack yolov8 rtmdet botsort groundingdino rtmpose
Markerless motion capture with GoPro
Quantitative pipeline for soccer player pose estimation in broadcast video: detector selection, pose estimator benchmark and domain adaptation (YOLO26x + RTMPose-X)
computer-vision soccer yolo transfer-learning pose-estimation sports-analytics keypoint-detection broadcast-video rtmpose
Tennis broadcast analysis pipeline: F3ED shot detection + scoreboard OCR + score-delta reconciler that recovers events the model has no class for (aces, double-faults, first-serve faults). Two-phase Colab→local.
python opencv ocr computer-vision pytorch broadcast tennis action-recognition pose-estimation video-analysis onnx sports-analytics hit-detection easyocr rtmpose tennis-analysis neurips-2024 coco-keypoints f3set scoreboard-ocr
C++ library and set of command-line tools for batched keypoint inference on synchronized image and video inputs
Two-stage skeleton-based action recognition: YOLOv8 + RTMPose + ST-GCN, C++ on NVIDIA DeepStream / TensorRT
computer-vision skeleton cuda pytorch cpp17 deepstream action-recognition pose-estimation tensorrt stgcn gnn yolov8 rtmpose
Browser-only AI library for real-time object detection (YOLOv8n / YOLOv12n / YOLOv26n, MediaPipe EfficientDet-Lite0) and 3D pose estimation (RTMW3D-X COCO-WholeBody 133-keypoint 3D, InstantHMR MHR70 mesh) on ONNX Runtime Web — wasm, WebGL, WebGPU, WebNN.
computer-vision webassembly yolo object-detection pose-estimation onnx tflite rtmo mediapipe rtmpose dwpose rtmw yolo12
AI pull-up detection & technique scoring from video — RTMPose pose estimation, rep counting and GTO-standard violation detection. FastAPI CV engine + Flask web platform.
python docker flask computer-vision deep-learning pose-estimation sports-analytics fastapi mmpose yolov8 rtmpose
Real-time 3D Hand & Body Pose Estimation with NVIDIA FoundationStereo & RTMPose for Dual-Eye Intelligence Perception (DIP)
computer-vision pose-estimation ros2 tensorrt hand-pose spatial-ai embodied-ai jetson-orin rtmpose foundationstereo
Desktop tennis-swing auto-segmentation. Vendored MediaPipe + RTMDet + RTMPose cutting pipeline wrapped as a Python FastAPI backend with a pluggable Electron/CLI/Web UI.
Real-time home training posture feedback system using pose estimation and TCN-based exercise quality classification.
Official implementation of lightweight spatial representation enhancement for RTMPose, featuring P4/P5 semantic-detail fusion and Scale-Adaptive Crop Resolution (SACR).
computer-vision pytorch human-pose-estimation pose-estimation feature-fusion real-time-pose-estimation keypoint-detection animal-pose-estimation mmpose whole-body-pose-estimation rtmpose ap10k
End-to-end vision-based fall detection benchmark and system using RTMPose, YOLO-Pose, ST-GCN++, CTR-GCN and ByteTrack with LOSO evaluation and sliding-window video inference.
computer-vision deep-learning pytorch human-pose-estimation action-recognition video-understanding fall-detection skeleton-based-action-recognition st-gcn healthcare-ai mmpose bytetrack yolo-pose rtmpose ctr-gcn
SENITAL AI: real-time human activity recognition from body pose (RTMPose). Detects phone use, picture-taking and object placement in video, webcam or IP-camera feeds and raises on-screen + siren alerts.
High-Precision Human Velocity Analysis Framework
human-pose-estimation multi-object-tracking speed-estimation 3d-pose-estimation voice-cloning asr-model multi-modal-analysis physical-constraints yolov8 rtmpose joint-angle-analysis mortionbert
Warehouse worker activity recognition from CCTV on a CPU laptop: pose estimation (MediaPipe / RTMPose) → small activity classifier → worker re-identification. Two implementations, browser-based labeling and training, honest leave-one-clip-out evaluation. Demo, not a product.
computer-vision activity-recognition pose-estimation person-reidentification mediapipe onnxruntime yolox rtmpose
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