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It depends. How many of those scenarios were in fog conditions? How many where a spotlight suddenly blinds some of the cameras? How many where a power line is d
by Invictus0 5y ago
It depends. How many of those scenarios were in fog conditions? How many where a spotlight suddenly blinds some of the cameras? How many where a power line is down, or a manhole cover is missing, or a barn owl/hippo/bear is in the road? If we estimate that it takes 10e5 to 10e6 incidents of a certain type to appropriately train the network for that situation... it's just too difficult. Reality contains infinite edge cases.
- colordrops 5y agoIt's a long tail that goes on to virtually infinity, yes, but the collective probability of the unhandled edge cases will become vanishingly small, and just an accepted part of living in our reality, which is not perfect and impossible to fully predict and control.