MNIST MLP Visualizer
3D view of a digit-recognition network
Description
Hearing that activations propagate layer by layer does not make a neural network easy to picture. This project is an interactive 3D neural network visualization: draw a digit in the browser and watch activations flow through the network with live prediction probabilities.
The network is a compact MLP trained on MNIST, suited to teaching, with plans for tablet input for museum installations.
Draw input:Sketch a digit in the page.
3D activations:See each layer respond.
Live predictions:Probabilities per digit.
The network is a compact MLP trained on MNIST, suited to teaching, with plans for tablet input for museum installations.
Features
Draw input:Sketch a digit in the page.
3D activations:See each layer respond.
Live predictions:Probabilities per digit.
Screenshots
Tags:data-visualization