What is the first step in developing a Machine Learning system to recognise traffic signs for autonomous vehicles?

ICSE Class 10 Robotics & AI PYQ · 2027 Specimen · Section A

1(xi)1 Mark · 2027 · Section A · 2027 Specimen

What is the first step in developing a Machine Learning system to recognise traffic signs for autonomous vehicles?

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Collecting and organising data

Reason — The first step in machine learning is data collection. To prepare a machine learning system, related data must be collected and then prepared, that is, cleaned and transformed, before an algorithm is selected and trained.

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