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It seems you have to start from scratch with your project, right ?

If you want to use hough you could group your lines by distance and choose your best

Anyway before coding you have to set up the right environment like light colour and direction, background colour or pattern and some consideration like: can the labels appear in front of the tube ? which accuracy is needed... measure or just localization ?

Good settings will improve results and simplify algorithms... for example you could start trying dark or reflective background than use some threshold in HSV, fill holes than blobs

You could proceed with feasibility using some tools like Fiji or Cassandra

don't ask for full code please :) specific question about OpenCV are welcome !