Dataset Card for GTSRB Table of Contents Dataset Description Dataset Summary Supported Tasks Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Dataset Description Homepage: http://www.sciencedirect.com/science/article/pii/S0893608012000457 Repository: https://github.com/bazylhorsey/gtsrb/ Paper: Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition Leaderboard: https://benchmark.ini.rub.de/gtsrb results.html Point of Contact: bhorsey16@gmail.com Dataset Summary The German Traffic Sign Benchmark is a multi class, single image classification challenge held at the International Joint Conference on Neural Networks (IJCNN) 2011. We cordially invite researchers from relevant fields to participate: The competition is designed to allow for participation without special domain knowledge. Our benchmark has the following properties: Single image, multi class classif…
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