A Fast AutoAugment search over copy-paste parameters lifts small-object mAP on DOTA-v2.0 valid by about 20 percent relative to baseline in one of two models tested.
Faster r-cnn: Towards real-time object detection with region proposal networks.Advances in neural in- formation processing systems, 28, 2015
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Data Augmentation For Small Object using Fast AutoAugment
A Fast AutoAugment search over copy-paste parameters lifts small-object mAP on DOTA-v2.0 valid by about 20 percent relative to baseline in one of two models tested.