Experiment · Machine learning
Digit Recognition
project@jessica:~$ An open-source application that trains a neural network on handwritten digits, then lets people draw a digit and receive a prediction.
Starting point
The problem
Machine learning stays abstract until data, training and inference are brought together in an experience people can manipulate.
The intuition
The response
The project connects MNIST training with a drawing interface, making the full path from example to model to prediction visible.
How the experience takes shape
MNIST dataset
Model training
Result persistence
Drawing interface
Interactive prediction
What already exists
Public repository
Apache 2.0 licence
Local interactive demo