Hugging Face model: imageomics/x3d-kabr-kinetics
Author: imageomics
Created: 2024-08-15 07:43:13
Last modified: 2026-02-04 21:22:17
Likes: 2 | Downloads: 0
Tags: biology, CV, images, animals, zebra, giraffe, behavior, behavior recognition, annotation, UAV, drone, video, en, dataset:imageomics/KABR, arxiv:2004.04730, doi:10.57967/hf/7191, license:mit, region:us
Card metadata:
license: mit
datasets: imageomics/KABR
language: en
tags: biology, CV, images, animals, zebra, giraffe, behavior, behavior recognition, annotation, UAV, drone, video
model_description: Behavior recognition model for in situ drone videos of zebras and giraffes, built using X3D model initialized on Kinetics weights. It is trained on the KABR mini-scene dataset, which is comprised of 10 hours of aerial video footage of reticulated giraffes (Giraffa reticulata), Plains zebras (Equus quagga), and Grevy’s zebras (Equus grevyi) captured using a DJI Mavic 2S drone. It includes both spatiotemporal (i.e., mini-scenes) and behavior annotations provided by an expert behavioral ecologist.