Datasetpublic

MouseTotalCapture/PanoMouse

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… See the full description on the dataset page: https://huggingface.co/datasets/MouseTotalCapture/PanoMouse.

sourceHugging Facecc-by-nc-4.0updated 5mo agoView on Hugging Face

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Dataset Card

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