Module 7 Object Detection and Recognition - iffatAGheyas/computer-vision-handbook GitHub Wiki

🎯 Module 7: Object Detection & Recognition

In Module 7, we cover techniques for locating and identifying objects within images. Starting from classical feature‐based methods, you’ll progress to state‐of‐the‐art deep learning detectors and learn how to leverage pretrained models and transfer learning to build powerful recognition systems.

📑 Contents

  1. HOG + SVM
  2. Viola–Jones Face Detector
  3. Deep Learning Methods

3.1. YOLO

3.2. SSD

3.3. Faster R-CNN

  1. Pretrained models and transfer learning