Aug 16, 2017 · In this paper, we introduce Random Erasing, a new data augmentation method for training the convolutional neural network (CNN).

Random Erasing is a data augmentation method for training the convolutional neural network (CNN), which randomly selects a rectangle region in an image and ...

Abstract. In this paper, we introduce Random Erasing, a new data aug- mentation method for training the convolutional neural net- work (CNN).

If a str of 'random', erasing each pixel with random values. inplace – boolean to make this transform inplace. Default set to False. Returns: Erased Image.

This code has the source code for the paper "Random Erasing Data Augmentation". If you find this code useful in your research, please consider citing.

Nov 16, 2017 · In this paper, we introduce Random Erasing, a new data augmentation method for training the convolutional neu- ral network (CNN).

This RandomErase data augmentation, randomly selects a region from the input image, erases the existing image in that region and fills the region with random ...

Nov 27, 2020 · Random Erasing is proposed to randomly select a rectangle region in an image and erases its pixels with random values. This reduces the risk of ...

Cutout or Random Erasing is a kind of image augmentation methods for convolutional neural networks (CNN). They are very similar methods and were proposed ...

This study proposes an extension to Random Erasing data augmentation method by introducing smoothness. The proposed method provides better performance compared ...