Instructions: Draw a digit in the canvas below and click "Predict!" to see the model's top three predictions, click "Clear" to start over. If the model is inactive, it may take a few seconds to load the predictions.

How does it work? This model was trained on the MNIST dataset in TensorFlow using the Keras API. The model is stored in a MLFlow Server Model Registry, by clicking "Predict", the canvas image is sent to a FastAPI endpoint deployed on Google Cloud Run. This API fetches the model from the MLFlow Model Registry, processes the image, and returns the top three predictions with their probabilities.