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DeepArUco++: improved detection of square fiducial markers in challenging lighting conditions

Support code for the DeepArUco++ method. Work by Rafael Berral-Soler, Rafael Muñoz-Salinas, Rafael Medina-Carnicer and Manuel J. Marín-Jiménez.

NEW (07/03/2024): Shadow-ArUco dataset available at DOI
NEW (06/11/2023): Try our method in this Google Colab notebook. Updated to DeepArUco++! Open in Colab

To detect markers locally use the demo.py script:

python demo.py <path to image> <output path>

Pretrained models

Demo code along with pretrained models will be available soon. Some example predictions:

Flying-ArUco v2 dataset

This dataset will be available soon. Some samples from the dataset:

Shadow-ArUco dataset

Dataset available at DOI
Some samples from the dataset:

Citation

If you find our work helpful for your research, please cite our publications:

@InProceedings{berral2023ibpria,
  author = "Berral-Soler, Rafael
  and Mu{\~{n}}oz-Salinas, Rafael
  and Medina-Carnicer, Rafael
  and Mar{\'i}n-Jim{\'e}nez, Manuel J.",
  editor="Pertusa, Antonio
  and Gallego, Antonio Javier
  and S{\'a}nchez, Joan Andreu
  and Domingues, In{\^e}s",
  title = "DeepArUco: Marker Detection and Classification in Challenging Lighting Conditions",
  booktitle = "Iberian Conference on Pattern Recognition and Image Analysis",
  doi = {10.1007/978-3-031-36616-1_16},
  year = "2023",
  publisher = "Springer Nature Switzerland",
  pages = "199--210",
  isbn = "978-3-031-36616-1"
}

deeparuco's People

Contributors

rafabs97 avatar mjmarin avatar

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