Handwritten Digit Recognizer Website

Website to recognize handwritten digits

Link: to be added later

Structure of the WebApp

keras -> Tensorflow.js -> (HTML + CSS + JavaScript) -> GitHub Pages -> Google Sites

CNN MODEL OVERVIEW:

To be added later

For Deployment:

To save the model, I utilized the TensorFlow.js converters to export it as a JSON file for the model architecture and an H5 file for the model weights. Then, in the JavaScript file, I used TensorFlow.js to load the model and perform predictions using the user's local hardware resources.