Internet of Things in Modern Computing

Chapter 14 Deep learning IoT platform for dental disease detection

Sindhu P. Menon

School of Computing and Information Technology, REVA University, Bangalore, India

Pramod Kumar Naik and Baskar Venugopalan

Department of Computer Science and Engineering, Dayananda Sagar University, Bangalore, India

DOI: 10.1201/9781003407300-14

Contents

1. 14.1 Introduction
2. 14.2 Literature survey
3. 14.3 Suggested design
   • 14.3.1 YOLO object detection interpretation
4. 14.4 Overall network structure
5. 14.5 Results and discussion
   • 14.5.1 Performance measure
   • 14.5.2 IoU (Intersection Over Union)
   • 14.5.3 Precision and recall curve
     • 14.5.3.1 Analysis of bounding boxes using histogram
     • 14.5.3.2 Analysis of bounding boxes using different type pf graphs
     • 14.5.3.3 Metrics analysis ...