عنوان فارسی مقاله: تشخیص دست خط مبتنی بر شبکه عصبی


عنوان انگلیسی مقاله:

Neural Network based Handwriting Recognition






 

فهرست مطالب

Neural Network based Handwriting Recognition

Domain

Motivation

Problems

Approach

Unipen datasets

Pre-processing

Feature Extraction

Experiement

Result

Conclusion

Application

Future Work




بخشی از مقاله

Experiement

Neural Network using back propagation

Network parameters

ANN representation: 69-100-26

Activation function: Hyperbolic tangent/Sigmoid 

Training epochs: 10000

Learning Rate: 0.0005

Momentum Rate: 0.90

Terminated condition: validation set MSE 








 

کلمات کلیدی: 

Handwriting Recognition | A2iA www.a2ia.com/en/handwriting-recognition A2iA's world-class OCR handwriting recognition technology takes handwritten character recognition to a new level of performance, flexibility and accuracy. What is handwriting recognition? Webopedia Definition www.webopedia.com › TERM › H The technique by which a computer system can recognize characters and other symbols written by hand in natural handwriting. Turn Your Handwriting into Digital Notes for the Best of Both Worlds https://lifehacker.com/convert-handwritten-notes-to-digital-text-for-the-best-1583892... May 30, 2014 - OneNote's handwriting recognition is arguably better, though it takes an extra step or two: just create a note with a photo, then in the desktop ... Google Handwriting Input - Android Apps on Google Play https://play.google.com/store/apps/details?id=com.google.android...handwriting... Rating: 4.3 - ‎82,837 votes - ‎Free Google Handwriting Input allows you to handwrite text on your phone or tablet in 97 languages. It supports printed and cursive writing, with or without a stylus.