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It could be an issue with the camera parameters. Make sure it is calibrated and all the settings are correct and appropriate for your environment, e.g. check gain and exposure (if your camera supports these).

I usually see this issue (confusion of marker ID) when the marker is either too far away or the image is too dark/bright.

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