Translator Disclaimer
Paper
12 June 2020 A novel image classification algorithm using CNN on a small computation platform
Author Affiliations +
Proceedings Volume 11519, Twelfth International Conference on Digital Image Processing (ICDIP 2020); 1151918 (2020) https://doi.org/10.1117/12.2572981
Event: Twelfth International Conference on Digital Image Processing, 2020, Osaka, Japan
Abstract
Image classification and recognition has always been a key issue in the field of computer vision. Not only has it achieved great development, but its research space has broad prospects. This paper first explains the advantages and disadvantages of the traditional image classification methods, and then introduces the development on the neural network model. The algorithm proposed in this paper is mainly based on the LeNet-5 network, and the experiment is performed on the CIFAR-10 dataset. The improved neural network is superior to original model in classification accuracy.
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Chaoyan Zhang, Baolong Guo, Yan Zheng, and Cheng Li "A novel image classification algorithm using CNN on a small computation platform", Proc. SPIE 11519, Twelfth International Conference on Digital Image Processing (ICDIP 2020), 1151918 (12 June 2020); https://doi.org/10.1117/12.2572981
PROCEEDINGS
7 PAGES


SHARE
Advertisement
Advertisement
Back to Top