This application uses a machine learning model to recognize handwritten digits (0-9).
Draw a digit in the canvas area and click "Predict" to see the model's prediction.
How to use:
- Use your mouse or finger (on touch devices) to draw a digit in the canvas
- Adjust brush size and color using the controls below the canvas
- Click "Predict" to send your drawing to the recognition model
- View the predicted digit and confidence scores
- Click "Clear" to start over
Technical Details:
- The model was trained on the MNIST dataset
- Input images are resized to 28x28 pixels before prediction
- Predictions are made using a neural network with 98%+ accuracy
Note
For best results, draw digits centered in the canvas and avoid very small or very large drawings.