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09 Machine Learning and AI

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04 ML System Design

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01 Concept

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Object Detection

Object Detection

Feb 10, 20261 min read

  • computer-vision
  • object-detection

Object Detection

← Back to Computer Vision

Locating and classifying objects in images with bounding boxes. Key approaches: YOLO (single-shot, real-time), Faster R-CNN (two-stage, higher accuracy), DETR (Transformer-based, end-to-end), anchor-free methods.

Related

  • Semantic Segmentation (pixel-level instead of boxes)
  • CNN Architectures (backbone networks)

computer-vision object-detection


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  • Object Detection
  • Related

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  • Computer Vision
  • 3D Vision
  • CV Applications
  • Semantic Segmentation

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