trendingtechnology / ai-tod

Tiny Object Detection in Aerial Images.

AI-TOD

AI-TOD is a dataset for tiny object detection in aerial images.

[Paper] [Dataset]

Description

AI-TOD comes with 700,621 object instances for eight categories across 28,036 aerial images. Compared to existing object detection datasets in aerial images, the mean size of objects in AI-TOD is about 12.8 pixels, which is much smaller than others.

Download

You can download the dataset on Google Driver.

Evaluation

Training and Validation sets are publicly available. If you want to report the accuracies on test set, please send the results on test set to [email protected].

Citation

If you use this dataset in your research, please cite this paper.

@inproceedings{AI-TOD_2020_ICPR,
    title={Tiny Object Detection in Aerial Images},
    author={Wang, Jinwang and Yang, Wen and Guo, Haowen and Zhang, Ruixiang and Xia, Gui-Song},
    booktitle=ICPR,
    pages={3791--3798},
    year={2021},
}