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README
MIT

LeNet-5神经网络

介绍

根据 Yann Lecun 的论文 "Gradient-based Learning Applied To Document Recognition" 设计的 LeNet-5 神经网络,C语言写成,不依赖任何第三方库。

MNIST手写字符集初代训练识别率97%,多代训练识别率98%。

Demo

main.c文件为MNIST数据集的识别DEMO,直接编译即可运行,训练集60000张,测试集10000张。

使用

git clone https://gitee.com/aczz/LeNet-5
cd LeNet-5
mkdkr build && cd build
cmake ..
make
./lenet

License

MIT

The MIT License (MIT) Copyright (c) 2016 Fan-Wenjie Copyright (c) 2020 Zhuo Zhang Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

LeNet-5神经网络,C语言写成,不依赖任何第三方库。附带MNIST字符集测试demo 展开 收起
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