Can I read Yolo-Based Multi-Model Ensemble For Plastic Waste Detection Along Railway Lines on EtoBox?
Yolo-Based Multi-Model Ensemble For Plastic Waste Detection Along Railway Lines by gbhargava005 is a document available to read on EtoBox.
What is Yolo-Based Multi-Model Ensemble For Plastic Waste Detection Along Railway Lines about?
This document presents a study on detecting plastic waste along railway lines using the YOLO-v5 algorithm and model ensemble techniques. The research found that the ensemble model combining different sizes of YOLO-v5 achieved an overall accuracy of 85.4% and a mean Average Precision of 0.834, demonstrating effective detection capabilities. The findings indicate the potential for future applications using UAV- and satellite-based imagery for monitoring plastic waste in railway environments.
- Author
- gbhargava005
- Language
- EN