A Comparative Analysis on Bangla Handwritten Digit Recognition with Data Augmentation and Non-Augmentation Process

机译：孟加拉语手写数字识别与数据增强和非增强过程的比较分析

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Determination of Bangla handwritten digit is a momentous image classification task. Though object recognition technology is getting smarter day by day, still Bangla handwritten digit recognition remains inconclusive. Researchers are becoming more concerne

机译：确定孟加拉语手写数字是一项艰巨的图像分类任务。尽管对象识别技术日趋智能，但Bangla手写数字识别仍然没有定论。研究人员越来越受到关注

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《International Congress on Human-Computer Interaction, Optimization and Robotic Applications》|2020年|1-5|共5页
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Md. Abdullah Al Nasim; Refat E Ferdous; Mahim Anzum Haque Pantho; Atiqul Islam Chowdhury;
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Handwriting recognition; Training; Convolutional neural networks; Image recognition; Machine learning; Character recognition;

机译：手写识别;训练;卷积神经网络;图像识别;机器学习;字符识别;

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专利

1. Data augmentation for handwritten digit recognition using generative adversarial networks [J] . Ganesh Jha, Hubert Cecotti Multimedia Tools and Applications . 2020,第47a48期

机译：使用生成对抗网络的手写数字识别的数据增强
2. A Skip‑Connected Multi‑column Network for Isolated Handwritten Bangla Character and Digit Recognition [J] . Animesh Singh, Ritesh Sarkhel, Nibaran Das, Sensing and imaging . 2020,第1期

机译：用于孤立的手写的Bangla字符和数字识别的跳过多列网络
3. A multi-objective approach towards cost effective isolated handwritten Bangla character and digit recognition [J] . Sarkhel Ritesh, Das Nibaran, Saha Amit K., Pattern Recognition: The Journal of the Pattern Recognition Society . 2016,第Null期

机译：具有成本效益的孤立手写孟加拉字符和数字识别的多目标方法
4. Bangla Handwritten Digit Recognition Using Deep CNN for Large and Unbiased Dataset [C] . Ashadullah Shawon, Md. Jamil-Ur Rahman, Firoz Mahmud, International Conference on Bangla Speech and Language Processing . 2018

机译：使用深度CNN的Bangla手写数字识别技术，可处理大型且无偏差的数据集
5. Comparison of Search Algorithms in Two-Stage Neural Network Training for Optical Character Recognition of Handwritten Digits [D] . Gilley, Patrik Wayne. 2020

机译：两级神经网络训练中搜索算法的比较，用于手写数字的光学字符识别
6. Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks [O] . Md Zahangir Alom, Paheding Sidike, Mahmudul Hasan, 2018

机译：使用最先进的深度卷积神经网络进行手写Bangla字符识别
7. A Skip-Connected Multi-column Network for Isolated Handwritten Bangla Character and Digit Recognition [O] . Animesh Singh, Ritesh Sarkhel, Nibaran Das, 2020

机译：用于孤立的手写的Bangla字符和数字识别的跳过多列网络

A Comparative Analysis on Bangla Handwritten Digit Recognition with Data Augmentation and Non-Augmentation Process

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