https://github.com/sertreet/BPNeuralNetwork

STM32F407ZGT6 Run BP Neural Network Handwritten Digit Recognition
https://github.com/sertreet/BPNeuralNetwork

Last synced: 29 days ago
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STM32F407ZGT6 Run BP Neural Network Handwritten Digit Recognition

• Host: GitHub
• URL: https://github.com/sertreet/BPNeuralNetwork
• Owner: sertreet
• Created: 2020-01-06T11:55:13.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-12-18T08:42:07.000Z (almost 4 years ago)
• Last Synced: 2024-08-03T22:14:18.820Z (4 months ago)
• Language: C
• Size: 5.7 MB
• Stars: 35
• Watchers: 2
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• Awesome-Embeded-AI - sertreet/BPNeuralNetwork: STM32F407ZGT6 Run BP Neural Network Handwritten Digit Recognition (github.com)

README

        
# BPNeuralNetwork

STM32F407ZGT6 Run BP Neural Network Handwritten Digit Recognition  

STM32F407ZGT6运行BP神经网络进行手写数字识别  

此程序兼容正点原子探索者STM32F407+2.8寸TFT液晶显示屏上能够正常运行，其他开发板请自行适配  

用python写出BP神经网络，训练的数据集用的mnist数据集，训练好后保存模型权值，用STM32加载模型的权值，运行BP神经网络来识别手写数字  

此神经网络有三层，输入层为784个神经元，隐藏层为一层，30个神经元，输出层为10个神经元  

有问题联系QQ：362276794  

邮箱：[email protected]