Lightweight Deep Learning Model for Invoice Image Classification

Wang, Run and Cheng, Chonghu and Meng, Yang and Sun, Yingyi and Yang, Jie and Gui, Guan (2020) Lightweight Deep Learning Model for Invoice Image Classification. In: Mobimedia 2020, 27-28 August 2020, Cyberspace.

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Abstract

Deep learning based image classification usually needs a large amount of data and computing resources to achieve better classification results. Hence, image classification for small data sets has attracted more and more attention in recent years. we proposed a lightweight deep learning model in this paper, which can be used for image classification on small datasets. The experimental results show that this model can achieve high accuracy classification with small data sets.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: image classification deep learning convolutional neural network computer vision
Subjects: Q Science > QA Mathematics > QA76 Computer software
Depositing User: EAI Editor I.
Date Deposited: 04 Feb 2021 14:23
Last Modified: 04 Feb 2021 14:23
URI: https://eprints.eudl.eu/id/eprint/884

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