Using Synthetic Images to Evaluate and Improve Object Detection Neural Network Performance on Aerial Image Datasets

Kai Konen, Tobias Hecking

Abstract: Machine learning-based models for object detection heavily rely on large datasets of labeled images. When models trained on these datasets are applied to Unmanned Aerial Vehicle (UAV) imagery, the ...