The repository presents the TMS dataset, with data collection and preprocessing, data annotation, and data statistics for the TMS dataset.
TMS Dataset Link: Baidu Netdisk ,Google Netdisk ,OneDrive .
Verification Code: 1510.https://1drv.ms/u/c/7abec8fbd9362e21/EbOITsJkcuZCuL4ryAZ9n50BTUVGq8BsCQSk3bllzdslzQ?e=Xb0i0Y
The real part of TMS is composed of 12 full satellite videos. They are captured by the non-stationary satellite platform, i.e., Jilin-1 and SkySat-1, with the ground sample distance of 1m or so. In this case, the vehicles only contain 5-20 pixels. Five of the videos are freely provided by the official website of Jilin-1, and the others are crawled from YouTube. The synthetic part of TMS contains 14 videos obtained from the game of GTA-V.
If you find our project is useful for your research, please cite:
@ARTICLE{10330623,
author={Zhao, Bin and Han, Pengfei and Li, Xuelong},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={Vehicle Perception From Satellite},
year={2023},
volume={},
number={},
pages={1-10},
doi={10.1109/TPAMI.2023.3335953}}
If you have any questions, please feel free to reach me out at [email protected].