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Magneto-elastic-Tip

Overview

This dataset contains images of the tip of a magneto-elastic setup, along with corresponding positions of the magnet at the end of the beam. The dataset is intended for use with YOLO versions 8 and 9 for object detection tasks.

Contents

  • Images: This dataset comprises 589 images captured from the magneto-elastic setup.
  • labels: Ground truth annotations for the position of the magnet in each image are provided.

Citation

If you use this dataset in your work, please cite the following thesis: Yassin Riyazi, "A data-driven approach to predict dynamical behavior of Duffing oscillator using Koopman operator", Advisor: Arash Bahrami.

Usage

This dataset can be utilized for various tasks such as object detection, tracking, and motion prediction.

License

This dataset is provided under the Creative Commons Attribution-NonCommercial 4.0 International License.

Acknowledgments

We would like to thank Yassin Riyazi for compiling and sharing this dataset. Special thanks to Advisor Arash Bahrami, Mr. Pourmand, and Mr. Hosseini that aided me to compelete this setup.

For any questions or issues regarding this dataset, please contact Yassin Riyazi at [email protected].

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