Palantir, Transfer Learning, Object Detection, Palantirtech, Machine Learning.
classes. In the case of the FasterRCNN architecture, pre-training on DOTA improves F1 scores for vehicle, aircraft and ship by 1%, 3% and 6% respectively. In the case of transformer architectures, we also observe significant, but less dramatic improvement compared to the FasterRCNN architecture,