MNIST handwritten digit classification with clojure.
Train a neural network with a boot task, draw digits in a single page application and classify them in the web browser using the same code from the feedforward pass in the training process.
- Train a network with
boot train
- Drop the
network.jsonspat out by the previous process into theweb_resourcesfolder. Then run a single page web app onlocalhost:3000withboot run-web, draw some digits:
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You must have docker installed on your system.
-
docker build -t mnist . -
docker run -it -P --entrypoint='bash' --name mnist -v ${PWD}:/mnist mnist -
cd mnist -
boot trainorboot run-web
Copyright © 2017 FIXME
Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.