Can I read YOLOv8 for Ladder Defect Detection on EtoBox?
YOLOv8 for Ladder Defect Detection by Rishabh Vyas is a document available to read on EtoBox.
What is YOLOv8 for Ladder Defect Detection about?
The document presents an automated visual inspection system using YOLOv8 to detect corrosion and cracking in ladders, addressing the inefficiencies of manual inspections. A dataset of approximately 13,000 labeled images was used to train the model, which achieved a mean Average Precision (mAP) of 80.3% for defect detection. Future work includes expanding the dataset, testing larger model variants, and deploying the system for real-time inspections.
- Author
- Rishabh Vyas
- Language
- EN