Intro
Conference Committee
Preface
Contents
About the Editors
1 Air Pollution Detection and Prediction Using Moving Average in Indian Cities
1.1 Introduction
1.1.1 Major Air Pollutants
1.1.2 The Most Polluted Cities in India
1.2 Related Work
1.3 Proposed Model
1.3.1 AQI Calculation
1.4 Conclusion
References
2 Implementation of ResNet-50 with the Skip Connection Principle in Transfer Learning Models for Lung Disease Prediction
2.1 Introduction
2.1.1 Related Works
2.2 Proposed Methods
2.2.1 Describe the Dataset

2.2.2 Technique for Preprocessing
2.2.3 Transfer Learning
2.3 Result and Discussion
2.4 Conclusion and Future Work
References
3 Performance Analysis of American Sign Language Using Wavelet Transform and CNN
3.1 Introduction and Background Study
3.2 Methodology and Implementation
3.2.1 Database Creation and Image Preprocessing
3.2.2 Segmentation and Cropping
3.2.3 Feature Extraction and Classification
3.3 Results and Discussion
3.3.1 Using Wavelet Transform and Feed-Forward Backpropagation Neural Network-Based Classifier
3.3.2 Using CNN Classifier

3.4 Conclusion
References
4 Image Transmission in Underwater Through Li-Fi
4.1 Introduction
4.2 Literature Survey
4.3 System Design and Implementation
4.3.1 System Design
4.3.2 Implementation
4.4 Results and Discussions
4.5 Conclusions and Future Scope
4.5.1 Conclusion
4.5.2 Future Scope
References
5 Leaf Disease Identification with Multi-label Classification of Various Plants Using Dense CNN Model
5.1 Introduction
5.2 Literature Survey
5.3 Methodology
5.3.1 Data Collection
5.3.2 Preprocessing
5.3.3 Classification: CNN

5.4 Experimental Settings
5.5 Model Performance
5.6 Experimental Results
5.7 Comparative Results
5.8 Conclusion and Future Work
References
6 Enhancing the MANET AODV Forecast of a Broken Link with LBP
6.1 Introduction
6.1.1 AODV
6.1.2 Route Maintenance and Discovery in AODV
6.1.3 Link Breakage in MANET
6.2 Proposed Solution for Predicting Link Breakages
6.2.1 Proposed Architecture
6.2.2 Proposed Flowchart
6.2.3 Procedure (LBP Algorithm)
6.2.4 Methodology
6.3 Simulation, Result and Result Analysis
6.3.1 Simulation Scenario and Model

6.3.2 Simulation Environment
6.3.3 Evaluation Metrics
6.4 Conclusion
References
7 Educational Innovation Using Augmented Reality: Systematic Literature Review
7.1 Introduction
7.2 Research Method
7.3 Results and Discussion
7.3.1 Throughout the Year Publications
7.3.2 Multilevel Analysis
7.3.3 Geography-Related Contexts
7.4 Conclusions
References
8 A Current Survey Trends on Child Safety Devices Using IoT
8.1 Introduction
8.2 Child Safety Related Factor
8.2.1 Location Tracking
8.2.2 Notification
8.2.3 Sensors
8.2.4 Video/Image Capturing