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Free computer vision course

Computer Vision and Multimodal AI

Module 11

Bias, Privacy, and Model Cards for Vision

By the end of this module you can identify where bias enters a vision pipeline, decide what should never be inferred from a face or body, and write a model card that a reviewer can hold you to.

Units

  1. Unit 11.00: Where a vision dataset's bias comes from
  2. Unit 11.01: Measuring performance per group
  3. Unit 11.02: Faces, consent and the uses you did not intend
  4. Unit 11.03: The model card a reviewer can challenge
  5. Unit 11.04: Deciding what this model must never be used for

Module work