Use Numpy to convert rgb pixel array into grayscale [duplicate]

Answer 1

See the answers in another thread.

Essentially:

gray = 0.2989 * r + 0.5870 * g + 0.1140 * b
np.dot(rgb[...,:3], [0.299, 0.587, 0.114])