Product

KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos
Short summary for card views and tables:  
This novel in-situ dataset of animal behavior recognition from drone videos, collected at the Mpala Research Centre in Kenya, provides over 10 hours of annotated footage of giraffes, plains zebras, and Grevy’s zebras, offering a resource for advancing ML for behavior recognition.

Reviews

Reviews are an integral part of the Inventory and help other members decide on which technology might be most suitable for their conservation needs. If you have experience using this product, please consider leaving a review!

Have you used this product? Click to leave your review

Species Group 

  • Mammals

Overview  

We present a novel in-situ dataset for animal behavior recognition from drone videos, collected at the Mpala Research Centre in Kenya in January 2023. The dataset includes over 10 hours of video footage of giraffes, plains zebras, and Grevy’s zebras, annotated with seven behavior types and an occlusion category. This dataset offers a valuable resource for machine learning and animal behavior research, as it provides more realistic data for algorithm development compared to larger, online-scraped datasets. It also demonstrates a new curation pipeline for in-situ drone video collection and offers a test set for evaluating changes in fieldwork protocols for animal behavior studies.

Product Type 

Technology Type 

Availability 

Cost range

  •  Free

Where to buy

WILDLABS Content

Have you created any WILDLABS discussions, resources or events relevant to this content? Please connect them to the Inventory!

Tto link relevant WILDLABS content to appear on Inventory pages, simply edit or create your post on WILDLABS, find the 'Related Inventory Content' field in the editing form, and then search for the names of related Products, Projects or Organisations on the Inventory.

Once added, the related Inventory content will appear at the bottom of your WILDLABS post and vice versa!

See page 12 of our FAQ document to learn how to link your posts to The Inventory!

Specifications 

Claim this product

Are you involved with KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos? If you'd like to claim this product, let us know.

Flag this product

If you'd like to report an issue with this product or profile, please let us know.