Code for The Kaggle Cats and Dogs challenge using the Cortex project. In particular, heavily using the example from the suite-classification
A blog post covering it http://gigasquidsoftware.com/blog/2016/12/27/deep-learning-in-clojure-with-cortex/
Get the datasets from the above Kaggle Site. Download the train.zip
and test.zip
to the resources directory and unzip them.
This example has been recently updated to cortex's master version, so to run it you will need to clone the cortex project and run the local-install script .
You will also need to compile the front end assets to see the web interface confusion matrix:
lein garden once
lein cljsbuild once
Then run
lein run to train
You will see output about building the image sets, then you will see figwheel starting and compiling some ClojureScript files. This is for the confusion matrix visualization. After you see Successfully compiled
, go ahead and open a web page at http://localhost:8091/. This will load the confusion matrix visualization.
Copyright © 2016 Carin Meier
Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.