digit-recognition

Recognize the handwritten digits online with FCNet which is powered by MNIST dataset 😄

MIT License

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Ecosystems: Python

Introduction

Let's try to recognize the handwritten digits online with our single hidden layer Fully Connected Neural Network (aka. FCNet), which is powered by the MNIST dataset .

Playground

It will be nice if you can play with the project. Below are some basic guidelines for you to have a good start!

Training & Evaluating

You can run run_Train_Model.py and run_Evaluate_Model.py to train and evaluate the model respectively.

The Network architecture

Currently, we use a single hidden layer Fully Connected Network and make it be trained with MNIST dataset. Feel free to rdesign your own network architecture and replace the file FCNet.py in the server/Training folder.

Play with the utilities

We prepared some helpful tools for you in the server/toos. You can do some work for the MNIST dataset with the help of these tools.

License

This project is open source under the MIT license.

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