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Livestock Detection and Counting in Kenyan Rangelands Using Aerial Imagery and Deep Learning Techniques

Accurate livestock counts are essential for effective pastureland management. High spatial resolution remote sensing, coupled with deep learning, has shown promising results in livestock detection. However, challenges persist, particularly when the targets are small and in a heterogeneous environmen...

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Hlavní autoři: Ian A. Ocholla, Petri Pellikka, Faith Karanja, Ilja Vuorinne, Tuomas Väisänen, Mark Boitt, Janne Heiskanen
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2024-08-01
Edice:Remote Sensing
Témata:
aerial survey
deep learning
livestock census
object detection
remote sensing
On-line přístup:https://www.mdpi.com/2072-4292/16/16/2929
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