Unifying Public Datasets for Insulator Detection and Fault Classification in Electrical Power Lines

Dataset Overview

Dataset Name

Unifying Public Datasets for Insulator Detection and Fault Classification in Electrical Power Lines

Data Content

• Image data
• Label data (COCO format)

Data Acquisition

Data can be downloaded from the following link: https://drive.google.com/drive/folders/1829TgSKUVGZXk4_cd1BKtK0L9XHkHA4j?usp=sharing

Data Merging

• Download the downsized.zip from Tomaszewski et al. and copy its contents into the Tomaszewski folder.
• Download the CPLID dataset and copy its contents into the CPLID folder.

Data Usage

• Modify the data_root path in data_augmentation.py to point to the cloned project directory.
• Run python data_augmentation.py for data augmentation.

Citation

If you use this dataset in your research, please cite:

@misc{vieira2020unifying, author = {Vieira‑e‑Silva, Andr{e} L. and Chaves, Thiago and Felix, Heitor and Mac{^e}do, David and Sim{~o}es, Francisco and Gama‑Neto, Milton and Teichrieb, Veronica and Zanchettin, Cleber}, title = {{Unifying Public Datasets for Insulator Detection and Fault Classification in Electrical Power Lines}}, year = {2020}, howpublished = {url{https://github.com/heitorcfelix/public-insulator-datasets}} }