A convolutional neural network pre-trained for handwritten digit recognition, running in the browser via ONNX.js.
https://andyjakubowski.github.io/digit-recognizer/
dist is the demo website that runs the model.
notebooks holds my own scikit-learn model that I initially trained, but couldn’t deploy. It also includes the pre-trained model I downloaded from the ONNX Model Zoo.
The goal of this project was to deploy a working machine learning model in five days. I described the details, and my learnings, in this Twitter thread.
Licensed under the MIT License. The pre-trained MNIST model taken from the ONNX Model Zoo is licensed under the MIT License, too.