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Free computer vision course

Computer Vision and Multimodal AI

Module 08

Object Detection Concepts and Bounding Boxes

By the end of this module you can explain how detection differs from classification, read a bounding-box prediction with its confidence, and describe what an IoU threshold silently decides on your behalf.

Units

  1. Unit 08.00: A box is four numbers and a convention
  2. Unit 08.01: IoU, and why 0.5 is a choice
  3. Unit 08.02: Confidence, non-maximum suppression and double counting
  4. Unit 08.03: Precision and recall as the threshold moves
  5. Unit 08.04: Small objects, and why they are hard

Module work