laugh12321 / handwriting-recognition

✨Using Neural Network and Convolution Neural Network to realize simple handwritten recognition, and using OpenCV to recognition. (利用 NN， CNN 等 实现简单的手写数字识别, 并使用 OpenCV 进行实时的检测)

Implementation of handwriting recognition

Using Neural Network and Convolution Neural Network to realize simple handwritten recognition, and using OpenCV to recognition.

Demo

DataSet

All of the dataset in DataSet ,the complete dataset is available for download.

NN Realize

Through neural network programming to complete a simple digital handwritten recognition, and test their handwritten Numbers.

• Neural_Network

CNN Realize

Based on TensorFlow 、Keras and Pytorch, a simple convolutional neural network is constructed for handwriting recognition。

• CNN_TF
• CNN_Keras
• AlexNet_TF
• AlexNet_Pytorch