MVTec Software GmbH
 

MVTec Screws Dataset

Abstract

The MVTec Screws dataset has been designed for oriented box detection. It contains 384 images of 13 different types of screws and nuts on a wooden background. All objects are labeled by oriented bounding boxes and their respective category. Overall, there are 4,426 of such annotations.

image of screws
image of detected screws with orientation

Download

For ease-of-use, the dataset is provided in HALCON's deep learning dataset format (DLDataset dictionary), as well as in a format that is similar to the well-known COCO dataset format (https://cocodataset.org).

Download MVTec Screws (~1.3GB)

Please note that our dataset is hosted on an FTP server. You need a browser that supports the File Transfer Protocol (e.g. Mozilla Firefox) or an FTP client software to download them.

Attribution

If you use this dataset in scientific work, please cite our paper:

Markus Ulrich, Patrick Follmann, Jan-Hendrik Neudeck: A comparison of shape-based matching with deep-learning-based object detection; in: Technisches Messen, 2019, DOI 10.1515/teme-2019-0076.

License

The data is released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0). For using the data in a way that falls under the commercial use clause of the license, please contact us.

Contact

If you have any questions or comments about the dataset, feel free to contact us via this form.

Contact Form

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