zhang11wu4/aerial-cars-dataset

Dataset for car detection on aerial photos applications

Dataset for training of YOLO with aerial photo car detection

This is dataset used for training YOLOv3 to find all cars in aerial photos. See https://youtu.be/JVatGRW2j7E for example.

For labeling https://github.com/Cartucho/yolo-boundingbox-labeler-GUI was used (be sure that you have OpenCV with OpenGL support enabled before use it!).

Images used for training:

• KIT AIS Dataset, http://www2.ipf.kit.edu/Personen/schmidt/KIT_AIS_Vehicles_Training_Data_Set.7z, CC-BY license, (c) http://creativecommons.org/licenses/by/3.0/ "KIT AIS Data Set"
• Video frames from this video: https://youtu.be/jdUpsr-K_8A, YouTube standard license, use with caution! :)
• My own videos and photos and photos from Minsk OpenStreetMap community, CC-BY-SA license (c) Yauhen Kharuzhy and Minsk OSM community

I will separate images from different datasets to different folders in future.