Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks

Claudio Filipi Gonçalves dos Santos, João Paulo Papa

Several image processing tasks, such as image classification and object detection, have been significantly improved using Convolutional Neural Networks (CNN). Like ResNet and Effic…