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Modeling Robotics Dataset Construction as an Artifact-Based Build Process

Pohl, Leon et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learningrobotics
Robotic systems generate large volumes of multimodal sensor data, but converting ROS bag recordings into machine learning datasets is often handled by ad hoc sequential scripts, creating engineering overhead and slow iteration cycles. We model dataset construction as an artifact-based build process
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