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Inspired by hearing about the "contiguous RAM" problems mentioned by dkurt, I went deeper and wrote a separate post with a long answer for everyone else who wants the fastest RGB/BGR conversion. It contains very important information. Spoiler alert: Do NOT use Numpy tricks!