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CMPS 140 Artwork Classifier

This project is an artwork classifier based on this dataset from the Met.

Getting started

  • Download the above file and place MetObjects.csv in this directory.
  • Install numpy, pandas, jupyter, etc.
  • Run jupyter notebook in this directory and open ArtworkClassifier.ipynb

Running the scraper

  • Ideally run within a virtualenv
  • Requires Python 3.6
  • If the crawler throws an error like FileNotFoundError: [Errno 2] No such file or directory: 'images/32.jpg', manually create an images directory under scraper.
  • Run python3 met-scraper.py

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CNN that classifies types of artwork

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