Synthetic High-Voltage Power Line Insulator Images
- Citation Author(s):
-
Reinaldo Bianchi
(Centro Universitario FEI)
Hericles Ferraz (Universidade Federal de Uberlândia)Breno Moura (Universidade Federal de Uberlândia)Rogério Gonçalves
(Universidade Federal de Uberlândia)
- Submitted by:
- Reinaldo Bianchi
- Last updated:
- DOI:
- 10.21227/jfvg-v672
- Data Format:
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Abstract
This database contains Synthetic High-Voltage Power Line Insulator Images.
There are two sets of images: one for image segmentation and another for image classification.
The first set contains images with different types of materials and landscapes, including the following landscape types: Mountains, Forest, Desert, City, Stream, Plantation. Each of the above-mentioned landscape types consists of 2,627 images per insulator type, which can be Ceramic, Polymeric or made of Glass, with a total of 47,286 distinct images.
The second file contains synthetic that simulate the most common impurities found on high-voltage transmission line insulator strings: salt, volcanic soot, bird excrement and a clean insulator. Each type of dirt has 3,608 images, with 1,202 images for each type of insulator material, with a total of 14,432 images.
Instructions:
The dataset contains images. For segmentation, you have images and their masks. For classification, you have the images separated in folders for each class.
