video2numpy
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test out other video decoding backends
pyAV - untested VPF - untested
decord: initial testing showed no clear performance advantage over video2numpy
I think this can be done in the browser using HTMLMediaElement.seekToNextFrame() https://bugs.chromium.org/p/chromium/issues/detail?id=1065675, and in real-time using MediaStreamTrackProcessor.