This repository is a Capstone Project repository by Udacity Machine Learning Engineer Nanodegree. The theme of the Capstone Project is to create a deep learning model that predicts fashion product images.

• OS : Linux
• Python 3.6.9

• numpy
• pandas
• matplotlib
• pytorch
• liveloss
• sklearn

Fashion Product Images (Small)

44000 products with category labels and images.

To run [fashion-product-classifier.ipynb] (./ fashion-product-classifier.ipynb) you must get the dataset in the location data / fashion-product-images-small.zip.

• proposal.pdf : detailing project motivation
• report.pdf : Apply deep transfer learning to dataset
• fashion-product-classifier.ipynb : codes