Handwritten Digital Classification Model Web Applicaton

• GIF

  writing digits on web

• GIF

  uploading images of digits

Inspiration

I wanted to learn how to deploy a machine learning model into a web application. I wanted to learn how these AI models works.

What it does

It classifies the digit drawn on the canvas using Machine Learning MNIST model.

How we built it

I built it using python Flask and Tensorflow with static html page.

Challenges we ran into

The actual challenge was integrating model with the server.

Accomplishments that we're proud of

I trained and deployed the model without using any help from web.

What we learned

Learned about numpy, tensorflow, machine learning models, and flask framwork.

What's next for Handwritten Digital Classification Model Web Applicaton

I want to convert this static page integrate multiple machine learning where people can come and interact by using a simple drop down menu

Built With

• flask
• python
• tensorflow