ILAPE-RBF-k-DPP

To run the code you will have to download the AnimalPose Dataset (https://sites.google.com/view/animal-pose/). Extract the keypoints and store them in csv files using the utils.py files. You can further generate classwise csv files if you wish to using generate_classwise_df.py

After generating the data you can run the incremental learning setup using the following command. [Please refer to the config file stored in ILAPE/configs]

python train_incremental.py --exp-id 10 --cfg ./configs/rbf_dpp_50_aug.yaml

Website link for the project - https://sites.google.com/view/ilape-rbf-kdpp/home

Citation

Please cite these papers in your publications if it helps your research:

@inproceedings{fang2017rmpe,
  title={Incremental Learning for Animal Pose Estimation using {RBF} k-DPP},
  author    = {Gaurav Kumar Nayak and
            Het Shah and
            Anirban Chakraborty},
  booktitle={BMVC},
  year={2021}
}