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Convolutional Neural Network for classifying drawn alphanumeric characters using EMNIST/MNIST datasets, with a Vue.js Canvas UI, as a PWA.

Home Page: https://alpha-class.appserver.uk

Jupyter Notebook 5.58% PureBasic 84.01% HTML 4.48% JavaScript 5.94%
canvas-api emnist mnist neural-network python tensorflow vuejs pwa

alpha-class's Introduction

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Alphanumeric Character Classifier

A webapp that uses a TensorFlow Convolutional Neural Network (CNN) to classify alphanumeric characters drawn by the user. It combines EMNIST and MNIST datasets for training and utilises Vue.js with the Canvas API.

Demo Site: https://alpha-class.appserver.uk/

### Model Architecture

Model

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