J.A.J. (Jasper) Eikelboom (2019): Improving the precision and accuracy of animal population estimates with aerial image object detection. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:ba99a206-3e5a-4673-b830-b5c866445b8c

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Categories

• Artificial Intelligence and Image Processing
• Environmental and Natural Resource Evaluation
• Ecology

Keywords

Computer vision Convolutional neural network (CNN) Deep machine learning Drones Game census Image recognition Savanna Wildlife survey

Geolocation

Time coverage

2014/2019

Licence

CC0

Interoperability

• RO-Crate Metadata

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by J.A.J. (Jasper) Eikelboom

Aerial imagery of savanna wildlife counts used to automatically detect elephant, giraffe, and zebra with a deep learning algorithm

History

• 2019-05-20 first online, published, posted

Publisher

4TU.Centre for Research Data

Format

media types: application/x-hdf, application/zip, image/jpeg, image/png, text/plain, text/x-python

References

• https://doi.org/10.1111/2041-210X.13277

Organizations

Wageningen University & Research, Department of Environmental Sciences