I am very new to ML methods. I want to use ML to segment within the pictures the cells and black blobs within them. The problem with simple thresholding is a lot of times the cell outlines where it is darker also gets counted as a black blob. So I was wondering if there is any machine learning algo that I can train to identify the cells and black blobs.
Any direction or guidance will be very much appreciated.