InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images

doi:doi:10.57702/435v73is

InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images

Power line maintenance and inspection are essential to avoid power supply interrup- tions, reducing its high social and financial impacts yearly. Automating power line visual inspections remains a relevant open problem for the industry due to the lack of public real-world datasets of power line components and their various defects to foster new research.

BibTex:

@dataset{Andr´e_Luiz_Buarque_Vieira_e_Silvaa_and_Heitor_de_Castro_Felixa_and_Francisco_Paulo_Magalh˜aes_Sim˜oesa_and_Veronica_Teichrieba_and_Michel_dos_Santos_and_Hemir_Santiagob_and_Virginia_Sgottib_and_Henrique_Lott_Netoc_2024,
    abstract = {Power line maintenance and inspection are essential to avoid power supply interrup- tions, reducing its high social and financial impacts yearly. Automating power line visual inspections remains a relevant open problem for the industry due to the lack of public real-world datasets of power line components and their various defects to foster new research.},
    author = {Andr´e Luiz Buarque Vieira e Silvaa and Heitor de Castro Felixa and Francisco Paulo Magalh˜aes Sim˜oesa and Veronica Teichrieba and Michel dos Santos and Hemir Santiagob and Virginia Sgottib and Henrique Lott Netoc},
    doi = {10.57702/435v73is},
    institution = {No Organization},
    keyword = {'Anomaly Detection', 'Image Classification', 'Object Detection', 'Power Line Asset Inspection', 'UAV Images'},
    month = {dec},
    publisher = {TIB},
    title = {InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images},
    url = {https://service.tib.eu/ldmservice/dataset/insplad--a-dataset-and-benchmark-for-power-line-asset-inspection-in-uav-images},
    year = {2024}
}