Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Regularization.
Comparison on COCO dataset Faster R-CNN and Mask R-CNN are used as the detectors with ImageNet pre-trained ResNet-152. On Faster R-CNN and Mask R-CNN, RandomDrop clearly outperformed RandomDrop and the vanilla network. 4.4. ShakeDrop with mixup ShakeDrop with mixup In most cases, ShakeDrop further