Deep Learning mnist Practice

My first NN to using tensorflow to classify images using mnist dataset. Available UI to test the model

How to run

Install dependencies from requirements.txt

$ pip install -r requirements.txt

Run the script:

$ python main.py

Convert model

In order to load the generated model in a React app, we have to convert the model using tensorflowjs

$ tensorflowjs_converter --input_format keras \
    ./model.h5 \
    ./dist

Run the web app

Copy the content from dist to ui/public install dependencies and run the web app:

$ cd ui
$ npm i
$ npm run dev