INSULATOR SEGMENTATION FOR POWER LINES INSPECTION
Insulator string segmentation from electrical power lines with CNN and Siamese networks.
Computer VisionSegmentationCNNSiamese Networks
Overview
In this work, the insulator strings from electrical power lines were segmented with a Convolutional Neural Network (CNN). The discs and inter-discs corresponded to different classes, and disc defects were additionally detected with Siamese networks.
Technologies & Skills
CNNsSemantic SegmentationSiamese NetworksDefect Detection
Key Achievements
- ✓Published research paper
- ✓Automated insulator inspection
- ✓Disc defect detection using Siamese networks