Purdue University Graduate School
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CNN-BASED AUTONOMY BIN-PICKING PLATFORM WITH MINIMAL HUMAN INTERVENTION

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posted on 2024-07-22, 00:10 authored by Jinho Park

 Vision-based robots have been utilized for pick-and-place operations for their repeatability. Various vision-based autonomous pick and place approaches using machine learning techniques have been researched for more flexible and lightweight operations with a large dataset for training. there is rare research about human intervention for dataset. This research suggests two methods for pick-and-place with minimum human intervention 

History

Degree Type

  • Master of Science in Mechanical Engineering

Department

  • Mechanical Engineering

Campus location

  • West Lafayette

Advisor/Supervisor/Committee Chair

Martin B.G. Jun

Additional Committee Member 2

David J. Cappelleri

Additional Committee Member 3

John W. Sutherland

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