u/Hopeful_Nature_4542

I have tried edge detection, line detection, even did DA3 to manage the prespective. but nothing managed to get the shelves accuratly! how can i improve this and detect shelves without pretraining a yolo on shelves?

I am trying to seperate each shelf on its own, not just each row or column.