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MRCNN-particle-detection

Mask R-CNN implementation for particle detection.

MANUAL WILL BE PROVIDED SOON

Citation

Use this bibtex to cite our paper:

@article{sibirtsev_2023_1,
author = {Sibirtsev, Stepan and Zhai, Song and Neufang, Mathias and Seiler, Jakob and Jupke, Andreas},
title = {Mask R-CNN based droplet detection in liquid-liquid systems. Part 1: A proof of concept.},
journal = {Proceedings of International Solvent Extraction Conference},
pages = {133--139},
doi = {10.5281/zendo.7907607},
url = {http://media.isec2022.com/2023/05/Final-collected-Proceedings-ISEC-2022.pdf},
year = {2023}
}

Use this bibtex to cite this repository:

@misc{sibirtsev_gitlab_mrcnn,
  title={MRCNN Particle Detection},
  author={Sibirtsev, Stepan},
  year={2023},
  publisher={Github},
  journal={GitHub repository},
  howpublished={\url{https://git.rwth-aachen.de/avt-fvt/public/mrcnn-particle-detection}},
}

Use this bibtex to cite the repository this source code is based on:

@misc{matterport_maskrcnn_2017,
  title={Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow},
  author={Waleed Abdulla},
  year={2017},
  publisher={Github},
  journal={GitHub repository},
  howpublished={\url{https://github.com/matterport/Mask_RCNN}},
}