Roboflow Universe windturbineheight hub_shadows_active_learning

hub_shadows_active_learning Computer Vision Project

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This data can be used to estimate wind turbine height from aerial photographs, when combined with a photo timestamp. It is the basis of the final project for my MSc in Data Science - "Data-centric estimation of wind turbine height using aerial imagery".

See https://github.com/chrislill/wind_turbine_height for the project implementation and report.

It should be combined with additional data which has been labelled in the same way https://universe.roboflow.com/windturbineheight/hub_shadow and https://universe.roboflow.com/windturbineheight/hub_shadows_additional.

Original images published by https://centrodedescargas.cnig.es/CentroDescargas

Cite This Project

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

@misc{
                            hub_shadows_active_learning_dataset,
                            title = { hub_shadows_active_learning Dataset },
                            type = { Open Source Dataset },
                            author = { windturbineheight },
                            howpublished = { \url{ https://universe.roboflow.com/windturbineheight/hub_shadows_active_learning } },
                            url = { https://universe.roboflow.com/windturbineheight/hub_shadows_active_learning },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-05-22 },
                            }