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Number recognition AI implemented in a self-made website working on a local host, or worldwide via ngrok.

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BurakKTopal/HandwrittenDigitsAI

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PY-ImageRecognitionAI

Implemention of a 4-layered Neural Network to recognize multi-digit numbers in a website working on local host. The user can upload images as well as write one on a canvas and upload it to the server. This server parses the sent image and gives a certainty plot for the possible number combinations.

Required libraries

See requirements.txt. To configure the python interpreter, open pyvenv.cfg.

Setup

Clone the repository and run webApplication.py to see the additional information about this repository.

Using ngrok to host your site across the world!

With ngrok, it is possible to host the website on an all-around-the-world accessible URL. The laptop on which the ngrok is initialized operates as server and accepts the input from the website-users. For installation of ngrok, see this.

Test case of number 52

TestCase number 52 GIF

Example run on the number 52 on the website.

Author

Burak Kucuktopal

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Number recognition AI implemented in a self-made website working on a local host, or worldwide via ngrok.

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