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np.frombuffer is the right direction. that's for raw bitmap data without a header.

imdecode is not. imdecode/imread is for image containers (.bmp, ...)

you use np.frombuffer, then reshape the data as needed: npdata.shape = (height, width, numchannels).

post your data for more precise instructions.