KPR: Keypoint Promptable Re-Identification
[Paper] [GitHub] [Demo] [Video] [Poster] [BPBreID] [TrackLab]
🔥 SOTA ReID model, with optional keypoint prompts, that is robust to multi-person occlusions 🔥
✅ Plug-and-play with any pose estimator or through manual keypoint selection
🚀 Release of the Occluded-PoseTrack-ReID dataset with manual keypoint annotations + keypoints annotations for four existing ReID benchmarks
KPR can be easily integrated into any codebase to perform person retrieval, person search, multi-person (pose) tracking, multi-view multi-skeleton matching for 3D pose, ...
SOTA performance with the SOLIDER human-centric foundation model as backbone.
Keypoint Promptable Re-Identification, ECCV24
Vladimir Somers, Alexandre Alahi, Christophe De Vleeschouwer
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