Hello Team,

We have OAK-D-Pro-PoE Kit. We have to detect vibration of motor. Something similar below. We have optical flow algorithm. But, we are still very far from our target.

Any approach for detecting smallest moment using magnification of image or any other algorithm to detect vibration?

https://www.betamachinery.com/services/motion-amplification-vibration-analysis

https://www.predicttechnologies.co.in/motion-amplification

    Hi SwapnilBhole
    I'd suggest looking at https://github.com/flyingzhao/PyEVM for starters. It uses Eulerian Video Magnification method, which was developed by some MIT guys back in 2012. I'm not sure how resource intensive it is, but is apparently very good for such use case.

    Hope it helps,
    Jaka

      2 months later

      Hello,

      To detect motor vibration using computer vision:

      1. Consider specialized hardware/software like motion amplification tools.

      2. Use optical flow for motion analysis.

      3. Extract vibration-sensitive image features.

      4. Train a machine learning model.

      5. Analyze frequency components.

      6. Apply motion magnitude thresholds.

      7. Use filters for noise reduction.

      Ensure camera calibration for accurate measurements. Experiment with these techniques and seek expert advice if needed. O right, you can check here and discover more information