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PySpark streaming example of an image classification algorithm on Twitter images

Simple demonstration of using a deployed model on Algorithmia to make inferences on streaming data from Twitter.

Algorithm used: https://algorithmia.com/algorithms/algorithmiahq/DeepFashion

Dependencies:

  • Tweepy
  • Socket
  • PySpark
  • Algorithmia

Files:

  • deep_fashion.py (main app)
  • conf.json (store twitter credentials)
  • keys.py (extracts twitter creds)