Small project to deploy a pytorch model on heroku, allowing for user inputs.
User interface will be minimal as this is not a project centered on HTML/css but more a personal project to learn about deploying ML models as web applications using heroku.
- Head over to: https://cesare-mnist-simple-app.herokuapp.com/ (may take a couple of seconds to load)
- The homepage should look like the following:
- Hoover over
choose files
and upload an image (note that a simple CNN model was trained on MNIST, don't expect it to have superpowers) - submit the image and click on
get predictions
to view the model's output, the final page should look like the following:
@cesare.magnetti