A popular self-driving car dataset for training machine-learning systems – one that’s used by thousands of students to build an open-source self-driving car – contains critical errors and omissions, including missing labels for hundreds of images of bicyclists and pedestrians. Machine learning models are only as good as the data on which they’re trained.

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