Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya

Ian Ariko Ocholla; Petri Pellikka; Faith Karanja; Mark Boitt; Tuomas Lauri Aleksanteri Väisänen; Ilja  Vuorinne; Janne Heiskanen

doi:10.2760/46796

Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya

Ian Ariko Ocholla, Petri Pellikka, Faith Karanja, Mark Boitt, Tuomas Lauri Aleksanteri Väisänen, Ilja Vuorinne, Janne Heiskanen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Proceedings of the 2023 conference on Big Data from Space (BiDS’23)
Editors	Pierre Soille, Stefanie Lumnitz, Sergio Albani
Number of pages	4
Place of Publication	Luxembourg
Publisher	Publications Office of the European Union
Publication date	6 Nov 2023
Pages	201-204
ISBN (Electronic)	978-92-68-08696-4
DOIs	https://doi.org/10.2760/46796
Publication status	Published - 6 Nov 2023
MoE publication type	A4 Article in conference proceedings
Event	Big Data from Space: From Foresight to Impact - Austrian Center, Vienna, Austria Duration: 6 Nov 2023 → 9 Nov 2023

Fields of Science

1171 Geosciences
1172 Environmental sciences

Access to Document

10.2760/46796Licence: CC BY

proceedings of the 2023 conference on big data from-KJ0523390ENNFinal published version, 140 MBLicence: CC BY

Cite this

Ocholla, I. A., Pellikka, P., Karanja, F., Boitt, M., Väisänen, T. L. A., Vuorinne, I., & Heiskanen, J. (2023). Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya. In P. Soille, S. Lumnitz, & S. Albani (Eds.), Proceedings of the 2023 conference on Big Data from Space (BiDS’23) (pp. 201-204). Publications Office of the European Union. https://doi.org/10.2760/46796

Ocholla, Ian Ariko ; Pellikka, Petri ; Karanja, Faith et al. / Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya. Proceedings of the 2023 conference on Big Data from Space (BiDS’23). editor / Pierre Soille ; Stefanie Lumnitz ; Sergio Albani. Luxembourg : Publications Office of the European Union, 2023. pp. 201-204

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title = "Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya",

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author = "Ocholla, {Ian Ariko} and Petri Pellikka and Faith Karanja and Mark Boitt and V{\"a}is{\"a}nen, {Tuomas Lauri Aleksanteri} and Ilja Vuorinne and Janne Heiskanen",

year = "2023",

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Ocholla, IA , Pellikka, P, Karanja, F, Boitt, M, Väisänen, TLA , Vuorinne, I & Heiskanen, J 2023, Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya. in P Soille, S Lumnitz & S Albani (eds), Proceedings of the 2023 conference on Big Data from Space (BiDS’23). Publications Office of the European Union, Luxembourg, pp. 201-204, Big Data from Space, Vienna, Austria, 06/11/2023. https://doi.org/10.2760/46796

Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya. / Ocholla, Ian Ariko ; Pellikka, Petri; Karanja, Faith et al.
Proceedings of the 2023 conference on Big Data from Space (BiDS’23). ed. / Pierre Soille; Stefanie Lumnitz; Sergio Albani. Luxembourg: Publications Office of the European Union, 2023. p. 201-204.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Ocholla IA , Pellikka P, Karanja F, Boitt M, Väisänen TLA , Vuorinne I et al. Developing livestock detection model for very high-resolution satellite imagery using aerial imagery and deep learning in Kenya. In Soille P, Lumnitz S, Albani S, editors, Proceedings of the 2023 conference on Big Data from Space (BiDS’23). Luxembourg: Publications Office of the European Union. 2023. p. 201-204 doi: 10.2760/46796