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simple image download script for the ISIC competition

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evankozliner/image-downloader

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image-downloader

  • This repo is intended to be used with the ISIC archive metadata (go to the link, filter the data to the data you want, and then click "Download as zip" -> "Metadata Only" )
  • It's most useful when you need to download images onto a web server quickly (the script is parallelized) or without a browser (just copy the metadata file on to the server)

It's mostly meant for my personal use, but if you're interested in using it you'll need to do the following:

  1. Download the ISIC metadata off the above website, run the python parse_metadata.py script to combine all of the metadata into a single CSV file (you can see mine in metadata.csv)
  2. Run python build_dataset.py to create a final dataset CSV (data.csv) with a 60/40 benign malignant split
  3. Finally from the location you want to download the images to run python download_images.py to download the images from the ISIC archive

instance AMI matrix

Ask me if you have any questions :)

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