PantherAI Labeled Video Dataset (video frames and labels)

This is a condensed video dataset for the associated article, "PantherAI: an autonomous behavioural monitoring tool for assessing activity budget and space use in a zoo-housed tiger". The dataset is comprised of video frames and their associated behavioural labels from five behavioural categories that can be used to train models and test out functionalities (space use heatmaps and activity budgets) of the PantherAI behavioural monitoring tool. 

Class 0 (FEED): 2525 samples  Class 1 (LOCO): 3663 samples    Class 2 (OBMAN): 3057 samples       Class 3 (REST): 1630 samples       Class 4 (STEREO): 3589 samples      14,464 total labeled samplesnames: ["T1_FEED", "T1_LOCO", "T1_OBMAN", "T1_REST", "T1_STEREO"], where FEED is feeding, LOCO is locomotion, OBMAN is object manipulation, REST is resting, and STEREO is stereotypical pacing. 

This dataset is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).Use permitted for academic and non-commercial research purposes only.Commercial use is prohibited without explicit permission from the authors.

Additional information can be found on the GitHub repository for this project: https://github.com/lidunnchen/PantherAI

本数据集为配套学术论文《PantherAI：一款用于评估圈养虎活动预算与空间利用的自主行为监测工具》的精简版视频数据集。数据集包含视频帧及其对应的行为标签，涵盖五大行为类别，可用于模型训练，亦可测试PantherAI行为监测工具的相关功能，包括空间利用热力图生成与活动预算计算等。

类别0（FEED）：2525个样本；类别1（LOCO）：3663个样本；类别2（OBMAN）：3057个样本；类别3（REST）：1630个样本；类别4（STEREO）：3589个样本。总计14464个带标注样本。各分类的命名依次为["T1_FEED", "T1_LOCO", "T1_OBMAN", "T1_REST", "T1_STEREO"]，其中FEED对应进食行为，LOCO对应移动行为，OBMAN对应物体操控行为，REST对应休息行为，STEREO对应刻板踱步行为。

本数据集采用知识共享署名-非商业性使用4.0国际许可协议（Creative Commons Attribution-NonCommercial 4.0 International License，CC BY-NC 4.0）进行授权。仅允许用于学术与非商业性研究用途，未经作者明确许可，禁止商业使用。

更多详细信息可查阅本项目的GitHub仓库：https://github.com/lidunnchen/PantherAI