/GEBD-PyramidFeatureSimilarity

Repo for https://arxiv.org/abs/2301.04288

Primary LanguagePythonCreative Commons Attribution 4.0 InternationalCC-BY-4.0

Generic Event Boundary Detection in Video with Pyramid Features

This repo is for our paper at https://arxiv.org/abs/2301.04288

@article{huynh2023generic,
  title={Generic Event Boundary Detection in Video with Pyramid Features},
  author={Huynh, Van Thong and Yang, Hyung-Jeong and Lee, Guee-Sang and Kim, Soo-Hyung},
  journal={arXiv preprint arXiv:2301.04288},
  year={2023}
}
  • The required packages for our repo can be found in requirements.txt. We also included 'Dockerfile` of our repo.
  • To generate tfrecord files for using within this repo, refer to core/dataloader.py#L342 for Kinetics-GEBD and core/tapos_utils.py#L350 for TAPOS datasets.
  • The sample training scripts can be found in scripts/train.sh and docker_train.sh