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Android Tensorflow Digits Recognition

An Android app to recognize YOUR hand-writen character

Contents:

Overview:

In this project, I will create a simple convolutional neural network [CNN] to classify handwriting digits using MNIST dataset using TensorFlow
The main goal is to deploy this network to android app using TFLite

Releases:

Download The APK file:

Requirements:

  • Python 3
  • Tensorflow v2 (I used v2.1.0)
  • Android Studio (I used v3.6.3 with SDK: 29)

CNN Model:

Training Process:

How to use:

Just build the App in android studio, when it runs write whatever you want.

Results:

Some Straightforward inputs:

image

Used Resources: