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Insulator_contamination_classfication
- Citation Author(s):
- Submitted by:
- Venera Nurmanova
- Last updated:
- Mon, 07/08/2024 - 15:59
- DOI:
- 10.21227/z9w2-2w64
- Data Format:
- Research Article Link:
- License:
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Abstract
The project provides trained models of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for outdoor insulator detection and classification of the surface contamination, such as salt, snow, cement, soil and wet soil. The project is based on YOLOv3 implementation developed by Ultralytics/YOLOv3. The models were trained on custom insulator dataset consisting of 11816 images of different type insulators under various conditions.
Funding Agency:
Nazarbayev University
Grant Number:
021220CRP0322
