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If you look at what the HSV colorspace is, it should be pretty obvious. Take the V channel (or covert RGB to gray, basically same thing) and look for very low values.

Exactly 0 is perfect black, and some threshold above is what appears black to you. You have to manually pick that threshold, there's no exact value.