GTSDB - German Traffic Sign Detection Benchmark Computer Vision Project
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This project was created by downloading the GTSDB German Traffic Sign Detection Benchmark
dataset from Kaggle and importing the annotated training set files (images and annotation files)
to Roboflow.
https://www.kaggle.com/datasets/safabouguezzi/german-traffic-sign-detection-benchmark-gtsdb
- Original home of the dataset: https://benchmark.ini.rub.de/?section=gtsdb&subsection=dataset - Institut Für Neuroinformatik
The annotation files were adjusted to conform to the YOLO Keras TXT format prior to upload, as the original format did not include a label map file.
v1 contains the original imported images, without augmentations. This is the version to download and import to your own project if you'd like to add your own augmentations.
v2 contains an augmented version of the dataset, with annotations. This version of the project was trained with Roboflow's "FAST" model.
v3 contains an augmented version of the dataset, with annotations. This version of the project was trained with Roboflow's "ACCURATE" model.
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Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
gtsdb---german-traffic-sign-detection-benchmark_dataset,
title = { GTSDB - German Traffic Sign Detection Benchmark Dataset },
type = { Open Source Dataset },
author = { Mohamed Traore },
howpublished = { \url{ https://universe.roboflow.com/mohamed-traore-2ekkp/gtsdb---german-traffic-sign-detection-benchmark } },
url = { https://universe.roboflow.com/mohamed-traore-2ekkp/gtsdb---german-traffic-sign-detection-benchmark },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { jul },
note = { visited on 2024-12-21 },
}