.. _use_cases:

Use Cases
=========

So far, opencrowd has been used in:

    * `object detection
      <https://www.trulia.com/blog/tech/data-science-internship/>`_ across a
      variety of topics, from aerial imagery to chandeliers
    * during a critical mistake involving large-scale data, opencrowd was
      rapidly deployed to differentiate between impacted and non-impacted states.
      The time and accuracy was superior to the rapid sentiment analysis models
      deployed
    * classification across 140 labels
    * classification models using opencrowd for further self-evaluation in
      uncertain conditions
    * model comparison testing: which model performed better to human
      standards?
    * Select-k data acquisition: Which k of n in the dataset do humans prefer?
    * Active content moderation and reinforcement learning