At what framerate? With 30 fps, a 60mph vehicle advances about 5 feet per frame. Every incorrectly labeled frame delays the reaction by a nontrivial amount.
My intuition is that your trained accuracy will not exceed the accuracy of the training set. This is literally a matter of life and death; every frame matters.
> CEO Elon Musk says that it is capable of processing 200 frames per second and Tesla’s hardware 3 computer, which is optimized to run a neural net, will be able to handle 2,000 frames per second with redundancy.
No way they're shooting 2,000fps, let alone making that many adjustments per second. Maybe that's just a radar ping/signal frequency?
I like Elon, but why does he keep saying things like this?
My intuition is that your trained accuracy will not exceed the accuracy of the training set. This is literally a matter of life and death; every frame matters.