Detection and Classification of Overhead Transmission Line Insulation Using Deep Learning
Published in University of Mines and Technology (BSc Thesis), 2023
- Trained a VGGNet-16 deep learning model to classify insulator conditions with 98% training accuracy.
- Implemented image-based analysis for predictive maintenance and early fault detection in transmission systems.
Recommended citation: Sam, M. K. (2023). "Detection and Classification of Overhead Transmission Line Insulation Using Deep Learning." BSc Thesis, University of Mines and Technology, Tarkwa, Ghana.