It is an open dataset for object detection in remote sensing images. The dataset includes aircraft, oiltank, playground and overpass.
The format of this dataset that for PASCAL VOC.
The datase includes 4 files, and each file is for one kind of object. Please download the dataset files from BaiduYun.
- aircraft dataset, 4993 aircrafts in 446 images.
- playground, 191 playgrounds in 189 images.
- overpass, 180 overpass in 176 overpass.
- oiltank, 1586 oiltanks in 165 images.
Please cite our paper if the dataset is useful for you. Thank you!
- Y. Long, Y. Gong, Z. Xiao and Q. Liu, "Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks," in IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 5, pp. 2486-2498, May 2017. doi: 10.1109/TGRS.2016.2645610, link
- Z Xiao, Q Liu, G Tang, X Zhai, "Elliptic Fourier transformation-based histograms of oriented gradients for rotationally invariant object detection in remote-sensing images", International Journal of Remote Sensing, vol. 36, no. 2, 2015