4min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Programmatic Labeling and Data Scaling for Autonomous Commercial Aviation with Cedric Cocaud - #601

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Is Active Learning a Hybrid of Programmatic Labeling and Active Learning?

Programmatic labeling and active learning. Is it fair to characterize that last stage as kind of a hybrid of programmatic labeling andactive learning? Exactly. And the active learning is a very interesting approach, which has been implemented in various flavors across the industry. So our implementation is going to be slightly different from other industries, but it's still very relevant to be able to pick the right data that you want to have in your data set at the end. But nighttime is an entirely new ballgame here. We've seen that our labeling pipeline for daytime doesn't work during nighttime. You don't see the same features. For example, trying to identify the corner points of the runway is not feasible

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