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Andrej Karpathy showed in the Tesla autonomy day how Tesla had to retrain their DNNs such that they don't get confused by bicycles mounted on vehicles. If 97% m
by KKKKkkkk1 7y ago
Andrej Karpathy showed in the Tesla autonomy day how Tesla had to retrain their DNNs such that they don't get confused by bicycles mounted on vehicles. If 97% means your models get confused by something you see on the road every day, I wouldn't be too pleased about the state of the art.
- mantap 7y agoAutonomous vehicles are clearly several steps up the difficulty ladder from bread and butter tasks such as speech recognition. The progress over the last 10 years is such that some subfields have exceeded human parity while others are only just getting started. Depending on which subfield interests you, progress may be slowing or accelerating. That's why another "AI winter" is a bogus and alarmist concept. Winter for whom?