AJA-pose

TL;DR This repo contains work on development of animal pose estimation model using the animal kingdom dataset.

What is in this repo?

• AJA/pose folder contains a ReactJS based web app that describe the challenge we are taking part in.

• Code folder contains:

  • Finetuned VHRNet model on animal kingdom dataset.
  • A PyPI package that can be downloaded and installed with pip install aja-pose

• Object detection folder contains

  • a fine tuned YOLOV8 model for detecting animals using animal kingdom dataset.

grazing_sheep.mp4

Citations

If you use this package in your research, please cite it using the following BibTeX entry:

@inproceedings{kibaara2024aja,
  title={AJA-Pose: A Framework for Animal Pose Estimation Based on VHR Network Architecture},
  author={Kibaara, Austin Kaburia and Kabura, Joan and Gitau, Antony and Maina, Ciira},
  booktitle={2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
  pages={1--6},
  year={2024},
  organization={IEEE}
}