Beyond top‐ N accuracy indicator: a comprehensive evaluation indicator of CNN models in image classification
Author:
Affiliation:
1. National Laboratory for Parallel and Distributed ProcessingNational University of Defense TechnologyChangshaHunan410073People's Republic of China
Publisher
Institution of Engineering and Technology (IET)
Subject
Computer Vision and Pattern Recognition,Software
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1049/iet-cvi.2018.5839
Reference33 articles.
1. Gradient-based learning applied to document recognition
2. Imagenet classification with deep convolutional neural networks;Krizhevsky A.;Adv. Neural Inform. Proc. Syst.,2012
3. Lecun Y. Cortes C.: ‘The mnist database of handwritten digits’ 2010
4. ImageNet Large Scale Visual Recognition Challenge
5. Deep learning
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