---
license: cc-by-nc-4.0
language:
  - en
pretty_name: PanoMouse
tags:
  - mouse
  - pose-estimation
  - behavior-analysis
  - neuroscience
  - multiview system
task_categories:
  - keypoint-detection
  - video-classification

configs:
- config_name: default
  data_files:
  - split: train
    path: "train_annotations_2d.jsonl"
  - split: test
    path: "test_annotations_2d.jsonl"
---
# 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
```