Can I read Project Phase 1 Report Final on EtoBox?
Project Phase 1 Report Final by GOKUL B is a document available to read on EtoBox.
What is Project Phase 1 Report Final about?
This project report presents a comparative analysis of three deep learning models—YOLOv8, ResNet, and Enhanced EfficientNet-B4 + U-Net—for automated road damage detection and segmentation. The proposed Enhanced EfficientNet-B4 + U-Net model outperformed the others, achieving 94% pixel accuracy and demonstrating superior boundary precision and efficiency for road quality mapping. The study emphasizes the need for automated systems to improve road maintenance and safety, addressing limitations in existing mod
- Author
- GOKUL B
- Language
- EN