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Opencv python black how to find back

Time:09-18

How can opencv python when looking for a black small objects, eliminate the influence of dark green?
For example, I want to find the traffic lights at an intersection in the picture of the black back, but trees, how to rule out, thank you very much! Provide the train of thought, save the children!
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