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基于OpenCV手写数字识别系统

C++ 99.38% C 0.62%

handwritten-digit-recognition-based-on-opencv's Introduction

handWritten-digit-recognition-based-on-OpenCV

我的第一个项目,原本是软件工程课程设计 还有许多不足需要改进orz

基于OpenCV3.1的简单的手写数字(MNIST库)识别系统

目前版本使用的算法为SVM,特征为8 * 8全部像素与28 * 28(原图)直方图

训练错误率和测试错误率如下: image

太弱了,这么渣怎么出去见人555

实现功能1: 在控制台画板(opencv实现)上用鼠标进行书写并识别(支持多数字识别) image

实现功能2: 图片中的手写数字识别(OCR),对于有污点的图像识别效果仍然不好,OCR什么的好难。。。 原图: image 处理后: image 不管怎么滤波都去不了噪点。。。蒙版选大了又会对原图造成影响。。。。orz image image 识别时还有一定误差。。。。

还需要加油啊!!!

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