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sneakernet's Introduction

SneakerNet

Retraining mobilenet for classifying sneakers, with Tensorflow.

Model

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

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.

sneakernet's People

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