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.