sneaker-generator
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Published
20 hours ago •
micah5
micah5
👟 DCGAN that generates shoes
sneaker-generator
DCGAN that generates sneakers. Built using keras (with tensorflow backend).
Also, I've now ported across the prediction function to Tensorflow.js, and you can try it out in the browser here, or via Node.js here.
Feel free to submit any pull request, big or small. I love getting them.
How to generate sneakers
Python
You'll need Keras installed.
cd python
mkdir output
python predict.py
64 shoes will be generated in output/.
Node.js
You'll need Tensorflow installed.
cd node
mkdir output
npm install
npm run test
64 shoes will be generated in output/.
Browser
Only tested on Chrome. Takes a while, since Tensorflow.js in the browser is limited to CPU only. Try me!
micah5