【Cutout】《Improved Regularization of Convolutional Neural Networks with Cutout》[通俗易懂]arXiv-2017随着深度学习技术的发展,CNN在很多计算机视觉任务中崭露头角,但increasedrepresentationalpoweralsocomesincreasedprobabilityofoverfitting,leadingtopoorgeneralization.为提升模型的泛化性能,模拟objectocclusion,作者提出了Cutout数据增强的方法——randomlymaskingoutsquareregionsofinput