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Book VIII · Chapter 2

Vision tasks

Move from object detection and suppression to dense semantic prediction.

Priority
Specialist
Difficulty
Intermediate
Useful for
Vision, Multimodal
Interview rounds
ML breadth, Model design

Read first: Vision and multimodal foundations

Chapter contents

3 entries · read in order
  1. 01
    Object detection: Faster R-CNN, YOLO, DETR
    Concept
  2. 02
    Anchor boxes and non-maximum suppression
    Concept
  3. 03
    Semantic segmentation
    Concept