[PROJECT PROPOSAL] HandWritten Digit Recognition

[Raghucharan16]

Project Request

A simple interactive interface for users to draw digits on canvas and the deep learning model predicts the number and shows the result in graphical representation.

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Field	Description
A simple Deep learning	A project built with tensorflowjs for predicting hand written digits
Github	@Raghucharan16
Email	narravenkataraghucharan03@gmail.com
Label	Hand Written digit recognition

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Define You

• GSSOC Participant
• Contributor

Project Name

Hand Written Digit Recognition

Description

The project is built using tensorflowjs used for deploying machine learning algorithms in simple javascript. the user is provided with canvas to draw anything on the it. The model predicts and shows the prediction graph.

The goal of the project is to implement simple convolutional networks integrated with javascript in a practical way.

Scope

This project has its constraints such as, it cannot predict anything other than numbers (digits). As it is trained on MNIST dataset, it can only predict 0-9 classes (digits).

Timeline

I have already completed the project and pushed it to git.
Github Pages : https://raghucharan16.github.io/Hand-Written-Digit-Recognition/

Video Links or Support Links