How to separate / extract central hazelnut from an image?

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I have some images containing hazelnuts. I want to crop the central hazelnut from those images, without any background.
Can someone suggest me which segmentation/mask to be used and how to extract the hazelnuts only?
Sample images are attached here.
Thank you.

采纳的回答

Anmol Dhiman
Anmol Dhiman 2021-1-27
Hi Sorath,
You can try using the ImageSegmenter App. Exact solution will take some time but you can try various methods available in it.
Hope it helps

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