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Amazon Mechanical Turk

  • Provides a managed human task outsourcing system
  • Provides a set of APIs and a marketplace to outsource jobs to human beings
  • Allows requesters to post Human Intelligence Tasks (HITs) to a marketplace
  • Tasks are completed by workers, who earn money for it
  • Pay per task, perfect for tasks suited to humans rather than ML
  • Qualification: worker attribute, we can require a test. A qualification can be a requirement to complete HITs
  • Great for data collection, manual processing, image classification