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Acceleration data of African white-backed vultures with behaviour labels

Domain:

environment and energy

Record type:

dataset
Creator:
WanJörOrtTej
Host:avatar

This dataset is part of the publication "Death detector: Using vultures as sentinels to detect carcasses by combining bio-logging and machine learning" and was used to train machine learning algorithms for behaviour classification.

It contains acceleration data collected on multiple African white-backed vultures (Gyps africanus). Each sample is labelled with a ground-truthed behaviour label of the following classes:

Feeding, grooming, standing, lying, soaring and flapping flight.

Feeding, grooming, standing and lying were observed in two captive vultures. Soaring and flapping flights were labelled on 27 free-ranging individuals.

Data was recorded at 20Hz. Each sample is 2 seconds long.

Visit

figshare.com

Tasks

computer visionimage classification

Tags

Other biological sciences not elsewhere classifiedwhite backed vulturesacceleration data loggerbehaviour datamachine learning

Licenses

CC BY 4.0

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