Machine Learning for Edge Computing

8Segmentation of Deep Learning Models

Prabhjot Kaur and Anand Muni Mishra

Chitkara University Institute of Engineering &

Technology, Chitkara University

Punjab, India

DOI: 10.1201/​9781003143468-8

CONTENTS

• 8.1Introduction
  • 8.1.1Image Classification
  • 8.1.2Object Detection
  • 8.1.3Semantic Segmentation
  • 8.1.4Instance Segmentation
• 8.2Overview
  • 8.2.1Region-Based Segmentation
    • 8.2.1.1Threshold Segmentation
    • 8.2.1.2Regional Growth Segmentation
  • 8.2.2Edge Detection Segmentation
    • 8.2.2.1Sobel Edge Operator
    • 8.2.2.2Roberts Edge Detector
    • 8.2.2.3Prewitt Edge Detector
    • 8.2.2.4Canny Edge Detector
  • 8.2.3Clustering Segmentation Method
• 8.3Conclusion
• References

8.1 INTRODUCTION

An image is a means of transmitting data, and there is plenty of valuable information ...