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I found compute requirements in the github issue tracker:

Not good, kinda scary actually

But these are requirements to train ANN and I guess the question was about requirements to process video stream.

Yes, only interested in the inference cost.

Training and usage are two different beasts. Training is always going to be expensive, but most users aren't going to do training themselves.