5min chapter

Machine Learning Archives - Software Engineering Daily cover image

Self-Driving Engineering with George Hotz

Machine Learning Archives - Software Engineering Daily

CHAPTER

How to Measure Disengagements in Machine Learning Models

The main metric we track is called disengagements a disengagement is when the human had to take control back of the car. Every month we get all the data back from our cars about how they drove everybody uploads them and we can measure how many diseng engagements there were. We try to make that number go down every month what observations have you been able to make about what causes people to disengage well? There's all sorts of subtlety there and then some of them are just caused because okay i mean that car cut in really close and it wasn't available in the field of view of what we're currently looking at in the camera so that's a feature that we're gonna have to

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