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