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This is a program for reading the number catched by the camera. The recognize algorithm is CNN. The training samples is the MNST which is the writing character.

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Camera-Number-Read

This is a program for reading the number catched by the camera. The recognize algorithm is CNN. The training samples is the MNST which is the writing character. 该工程用于摄像头数字的识别 时     间:2018年4月24日 Python版本:Python 3.6 包含的库文件: CV2,keras,numpy

包含的主要内容点: 1、利用OpenCV2 摄像头的开启和图像的读取 2、神经网络模型的读取 3、图像的基本预处理:①彩色转灰度图像、②图像尺寸变换、③图像二值化、④在图像某区域显示文字 4、Keras神经网络的搭建、训练和预测 5、数字防抖动

最终实现功能: 从摄像头读取图片,预测图片中的数字

该程序用法: 1、先运行CNN_MNST_tain.py用CNN建立神经网络模型。采用手写数字的官方样本进行训练,并保存整个神经网络。 2、再运行MAIN.py读取神经网络,得到指定区域的读取数字。

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This is a program for reading the number catched by the camera. The recognize algorithm is CNN. The training samples is the MNST which is the writing character.

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