miriamcarnot/GTSIGN-220

302 downloads in 30 days2 likesLast modified 19 Jan 2026View on Hugging Face

The declared licence (cc-by-sa-4.0) is classified as share-alike.

Declared licence: cc-by-sa-4.0, from the tagEvidence: README.md at e235536
Licence files: LICENSE.txt, detected as cc-by-sa-4.0Evidence: LICENSE.txt at e235536
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

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Citation text from the card

This dataset is released under the **Creative Commons Attribution-ShareAlike 4.0 International ([CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/))** license.

To comply with the **Attribution (BY)** terms, you must credit both the dataset creators and the original source:

1.  **Creators:** Miriam Louise Carnot, ScaDS.AI (University of Leipzig).
2.  **Original Source:** Include the following statement:
    > "This work uses a dataset derived from street-level imagery from Mapillary (www.mapillary.com), originally contributed by 'Mapillary contributors' and licensed under CC BY-SA 4.0."

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If you use this dataset in your research, please cite the following paper:

```bibtex
@inproceedings{carnot_GTSIGN_2025,
  author    = {Carnot, Miriam Louise and Fastermann, Erik and Kunze, Jonas and Peukert, Eric and Ludwig, André and Franczyk, Bogdan},
  title     = {GTSIGN-220: A Crowd-Sourced, StVO-Aligned Benchmark for Fine-Grained German Traffic Sign Recognition},
  booktitle = {Intelligent Vehicles Symposium (IV)},
  year      = {2026}
}

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dataset_licence({ "id": "miriamcarnot/GTSIGN-220" })
signal: "permissive"
stated_licence: "cc-by-sa-4.0"
sources: 0