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Position Detection using ESP32

Hello,
for a design, I am developing I need to see if an object( in my case, a bottle) is present on a shelf. There are 3 rows and 12 columns for each shelf, which is about 60 cm x 150 cm. I can use further than 1 cam to see the objects.
I never used any type of image recognition, so I would like to understand if you suppose it’s a good idea- in your opinion- to use a cam to capture the bottle on the shelf and also make an image recognition.
What do you think about it? Could it be possible? What instruments and libraries should I use?
Thanks!

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