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PanoMouse Dataset
PanoMouse is the official dataset for the paper: Mouse Total Capture: A Multi-view Dataset for 3D Motion and Expression Capture of Freely Moving Mouse
PanoMouse supports simultaneous whole-body motion and facial expression capture of freely moving mice via a 24-camera multiview system.
Dataset Overview
- Cameras: 24 cameras distributed across top-middle-bottom 3 layers, 360° coverage
- Frames: Over 3.4 million frames
- Annotations: 7,293 frames annotated with 92 whole-body keypoints
- Tasks: 2D pose estimation, 3D pose estimation, behavior classification
Repository Structure
PanoMouse/
├── action_annotations/ # Action category labels for behavior classification
├── annotations/ # 2D and 3D pose annotations (keypoint coordinates)
├── videos-1K.zip # Multi-view synchronized videos (resize to 1K resolution)
└── images.zip # Multi-view image frames to train 2D pose and 3D pose models
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