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Detecting disks (ellipses) in a mechanical wrist using OpenCV

I have a mechanism for a mechanical wrist with disks that allow for the device to bend in various angles. I have a camera facing the disks from the front view. When the wrist is bent, it can create an ellipse shape that the camera captures. I need to be able to detect and localize the ellipse shape the bent disk makes. I would prefer to modify a pretrained OpenCV model to do this task. The image is an example of what I want the model to do.An example of the disks in the mechanical wrists having been localized and outlined