Palantir, Transfer Learning, Object Detection, Palantirtech, Machine Learning.
and more). In these cases, pre-training on open-source satellite object detection datasets would be necessary to further improve the performance of the final model. In this blog, we quantify the impact of pre-training on the DOTA 2 dataset [3], an open-source aerial imagery dataset for object