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What Is Egocentric Data Collection? A Beginner's Guide
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Maria Joseph 30 minutes

What first-person AI data collection really involves.
What breaks first when multimodal annotation reaches production

What breaks first when multimodal annotation reaches production

The hidden failure point in multimodal annotation

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Maria Joseph 15 minutes
Scaling annotation pipelines without breaking label consistency

Scaling annotation pipelines without breaking label consistency

Why annotation quality breaks at scale and how to prevent it

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Maria Joseph 14 minutes
LiDAR for Autonomous Vehicles: ADAS Levels, Safety, and Sensor Trade-offs

LiDAR for Autonomous Vehicles: ADAS Levels, Safety, and Sensor Trade-offs

High-res, real-time, and long-range - is LiDAR the only way forward for self-driving cars?

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Maria Joseph 17 minutes
Data-Centric AI for real-world applications

Data-Centric AI for real-world applications

Transforming real-world challenges with data-centric AI: Why better data builds better AI

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Maria Joseph 14 minutes
Build vs Buy: The best AI data annotation strategy

Build vs Buy: The best AI data annotation strategy

Build or Buy? Choosing the right annotation platform for your AI team.

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Maria Joseph 8 minutes
How annotation for computer vision powers robotics

How annotation for computer vision powers robotics

How computer vision annotation powers smarter robots (+Case Studies)

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Maria Joseph 25 minutes