Phase 10 · Computer Vision

Topics

Object Detection (YOLO, Overview)

Part of the AI Engineer Roadmap.

Summary

Locating and classifying multiple objects within an image with bounding boxes — YOLO's single-pass design made real-time detection practical.

How to Learn This

  • 1Run a pretrained YOLO model on your own images or video.
  • 2Learn the difference between classification, detection and segmentation tasks.
  • 3Understand bounding box formats and non-max suppression at a conceptual level.
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