How to do adaptive threshold for oversegmentation

I'm attaching the segmented image which is to be over-segmented using adaptive thresholding and the original image. After thresholding a lot of times i just need the overlapped fruits only and it should be separated each so that i can count how many fruits are there totally. Please help me with codes.