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Autonomous Robotic Bin Picking Platform Generated From Human Demonstration and YOLOv5
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Vision-based robots have been utilized for pick-and-place operations by their ability to find object poses. As they progress into handling a variety of objects with cluttered state, more flexible and lightweight operations ...
Hybrid Semiconductor Wafer Inspection Framework via Autonomous Data Annotation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In smart manufacturing, semiconductors play an indispensable role in collecting, processing, and analyzing data, ultimately enabling more agile and productive operations. Given the foundational importance of wafers, the ...
Machine Straightness Error Measurement Based on Optical Fiber Fabry–Pérot Interferometer Monitoring Technique
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this research, we propose an Error Separation Technique (EST) based on optical fiber sensors for on-machine straightness error measurement. Two fiber optic Fabry–Pérot interferometers have been developed serving as two ...