Digit recognition on iPhone using Convolutional Neural Network
Автор: Tirinox Old1
Загружено: 2013-02-24
Просмотров: 2349
Описание:
I created an app that is able to recognize handwritten digits on iOS devices. It uses a convolutional neural network with 5 layers. The network was trained on MNIST base which includes 60000 samples of handwritten digits. The algorythm achives rather high accuracy, but it still makes mistakes sometimes. I am going to combine several algs (neural nets, Tesseract OCR and my own curve analizer) to achive the highest accuracy of recognition.
MNIST: http://yann.lecun.com/exdb/mnist/
Very usefull article: http://www.codeproject.com/Articles/1...
Detailed paper by Dr. LeCun: http://yann.lecun.com/exdb/publis/pdf...
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