Scale Calibrated Training: Improving Generalization of Deep Networks via Scale-Specific Normalization

Zhuoran Yu, Aojun Zhou, Yukun Ma +3

Standard convolutional neural networks(CNNs) require consistent image resolutions in both training and testing phase. However, in practice, testing with smaller image sizes is nece…