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A dataset of ant colonies’ motion trajectories in indoor and outdoor scenes to study clustering behavior

A dataset of ant colonies’ motion trajectories in indoor and outdoor scenes to study clustering behavior

Meihong Wu*, Xiaoyan Cao*, Ming Yang, Xiaoyu Cao, Shihui Guo (*=equal contribution)

GigaScience

ANTS_marking_and_analysis_tools

This repository is provided for marking ant motion trajectories dataset from video. We provide a marking software, three data quality analysis scripts, and a tracking performance evaluation tool.

Dataset

First you need to download the Ant_Dataset, unzip and extract the IndoorDataset, OutdoorDataset folders to the current path.

Marking Software

The marking software (VisualMarkData) is located in the ./VisualMarkData folder, and the usage can be found in ./VisualMarkData/README.md.

Data Analysis Scripts

The data analysis scripts are in the ./DatasetQualityAnalysis folder and the usage can be found in ./DatasetQualityAnalysis/README.md.

Tracking Performance Evaluation

The tracking performance evaluation tool is located in the ./MOTMetricEvaluate folder, and the usage can be found in ./MOTMetricEvaluate/README.md.

Citation

If you find this project useful, please consider to cite our paper. Thank you!

@article{wu2022dataset,
  title={A dataset of ant colonies’ motion trajectories in indoor and outdoor scenes to study clustering behavior},
  author={Wu, Meihong and Cao, Xiaoyan and Yang, Ming and Cao, Xiaoyu and Guo, Shihui},
  journal={GigaScience},
  volume={11},
  pages={giac096},
  year={2022},
  publisher={Oxford University Press}
}