I am going to build a ANPR software using Java later. Thank you.
Try using the OpenCV library.
https://opencv.org/
First detect edges, then extract lines. If you have the lines, search for two pairs of parallel pairs, being perpendicular to each other. (Also check that their endpoints are matching).
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