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What are best practices for Robot Perception Systems

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When working with Robot Perception Systems, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A delivery robot uses its perception system to detect a pedestrian crossing its path and stop safely.

Common follow-ups: What is Robotics & AI Integration, How is Robot Perception Systems evaluated in practice, What tools are commonly used for Robot Perception Systems

Robotics & AI Integration topics: Introduction to AI in Robotics Robot Perception Systems Path Planning & Navigation
All 7 Robot Perception Systems questions