danified-insulators Computer Vision Project

Giomartins

Updated 18 days ago

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Description

A dataset of defected insulators composed by three different sources:

Main classes (classes were annotated in Portuguese):

isolador-disco-descarga: Insulator that holds shells danified by flashover damage;
isolador-disco-faltante: Insulators that misses shells in their bodies;
isolador-disco-quebrado: Insulators composed with broken shells;
isolador-intacto: Intact insulator, no visible damage.

No augmented techniques were applied to this dataset. All three classes are balanced at training, validation and testing sets. No data leakage was observed between training, validation and testing sets.

For more specific info about the dataset, please feel free to contact me at LinkedIn.

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Cite This Project

LICENSE

CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            danified-insulators-wyxhs_dataset,
                            title = { danified-insulators Dataset },
                            type = { Open Source Dataset },
                            author = { Giomartins },
                            howpublished = { \url{ https://universe.roboflow.com/giomartins/danified-insulators-wyxhs } },
                            url = { https://universe.roboflow.com/giomartins/danified-insulators-wyxhs },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { dec },
                            note = { visited on 2024-12-28 },
                            }