hub_shadow Computer Vision Project

windturbineheight

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base
hub_shadow
Description

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

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

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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{
                            hub_shadow_dataset,
                            title = { hub_shadow Dataset },
                            type = { Open Source Dataset },
                            author = { windturbineheight },
                            howpublished = { \url{ https://universe.roboflow.com/windturbineheight/hub_shadow } },
                            url = { https://universe.roboflow.com/windturbineheight/hub_shadow },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-26 },
                            }