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Process image to get rid of line between two components

Hello guys, currently i work on a project that uses image processing to crop out multiple bottles out of one image. In some of the images, the bottles are connected by a line (it is the edge of the table).

Sample image:

image description

Does anyone have a idea how i could get rid of this horizontal line between each bottle? My goal is to get only get the outline of each bottle.

I am thankful for any help :)