Robustness of transfer learning to image degradation

Expert Systems with Applications（2022）

Cited 5|Views24

No score

Abstract

•Transfer learning algorithm is very robust in image classification.•Transfer learning algorithm is insensitive to sample size beyond certain size number.•Transfer learning algorithm is robust in presence of image cropping, image rotation, noise corruption, poor image resolution.

Translated text

Key words

Image classification,Transfer learning,Convolutional neural network,Learning robustness,Image degradation

AI Read Science

Must-Reading Tree

Example

Generate MRT to find the research sequence of this paper

Chat Paper

Summary is being generated by the instructions you defined