Fashion Generator

GAN model trained in Tensorflow and then ported to browsers using GPU-accelarated framework deeplearn.js which is now the core of tensorflow.js

You can repeat the whole experiment in 3 steps:

• Run train.​py to get ./weights folder
• Build generator.ts
• Run node server and open index.html
• You are awesome!

./model contents:

• train.​py - creates and trains the model, saves generator weights
• GAN.​py - model definition (originated from this repo)
• yellowfin.​py - powerful custom TF optimizer, original repo. Not really required, just a nice thing.
• ops.​py and utils.​py - simplified TF operations and other utility functions

./browser contents:

• generator.ts - downloads weights and defines generator model
• index.html - simple wrapper
• other configs