Retraining mobilenet for classifying sneakers, with Tensorflow.
Based heavily on the Mobilenet V1 and adapted directly from Tensorflow retraining code
Jointly predicts both the brand and name of sneaker, from a collection of web-scraped images.
Data scraping code uses a fork of this code
Images of sneakers can be scraped automatically with dataScraper.py using the labels in data/sneakers.txt. A quick recursive call to mogrify will clean up the bulk of the invalid JPGs.
A first personal foray into Tensorflow, still in progress.