[Python] How can I use machine learning to count germinated (green) and non germinated seeds...

How can I use machine learning to count germinated (green) and non germinated seeds (red) in this picture? enter image description here

I have tried using imageJ before but the radicles’ color is too similar to the background that there is no suitable threshold to differentiate them

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