German Road Signs Dataset

More than 50,000 unique images of different German road signs in a wide variety of conditions, angles, distances, clarity, resolution and light. https://benchmark.ini.rub.de/index.html

The German Traffic Sign Recognition Benchmark (GTSRB), a large multi-category classification benchmark. It is provided by the Real-Time Computer Vision research group. The dataset was used in a competition at IJCNN 2011 in San Jose, CA, USA. For details on this dataset and the competition, please see the "GTSRB" section.

The German Traffic Sign Detection Benchmark (GTSDB), is a detection problem in natural images. The task is to pinpoint a traffic sign's location in a full color video image. The competition is proposed to the IJCNN 2013 in Dallas, TX, USA. For details on this dataset and the competition, please see the "GTSDB" section.

Data and Resources

Additional Info

Field Value
Source https://benchmark.ini.rub.de/index.html
Maintainer Institut Fur Neuroinformatik
Associated Tasks Single-image, multi-class classification problem
Geographical Area Germany
Number of Instances 50,000+ Images
Package Description Annotations contain the following information: Filename: Filename of corresponding image. Width: Width of the image. Height: Height of the image. ROI.x1: X-coordinate of top-left corner of traffic sign bounding box. ROI.y1: Y-coordinate of top-left corner of traffic sign bounding box. ROI.x2: X-coordinate of bottom-right corner of traffic sign bounding box. ROI.y2: Y-coordinate of bottom-right corner of traffic sign bounding box. ClassId: Assigned class label.
Dataset has missing values False