Object Detection Toolkit

Guide to Haar cascades, HOG descriptors, and template matching.

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Topics Covered

  • Haar Cascades - Face and object detection
  • HOG Descriptors - Pedestrian detection
  • Template Matching - Finding objects by template
  • Cascade Training - Creating custom classifiers
  • Detection Optimization - Scale and performance tuning