Knowledge Hub

Your Gateway to Technical Knowledge Exchange for the Global Electronics Community

Explore our database of industry knowledge that fuels innovation, learning, and professional growth. Knowledge Hub is a collection of conference technical papers, webinars, presentations, on-demand video and more. You can search by author, title, keyword and type of content. You can also search for keywords and topics in the Tag field. Access to Knowledge Hub is reserved for members.

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Electronic Board Defect Classification and Detection with Deep Learning

Inspection means have increasingly been incorporated into typical manufacturing of boards, substrates and/or systems. A significant number of automatic inspections rely on the analysis of im .. read more

Towards Artificial Intelligence in SMT inspection processes

To ensure the highest possible quality standards in automotive electronics production, an extensive implementation of testing and inspection systems throughout production is mandatory. In SM .. read more

A Framework for Large-Scale AI-Assisted Quality Inspection Implementation in Manufacturing Using Edge Computing

In recent years, neural network based deep learning models has demonstrated high accuracy in object detection and classification in the area of digital image processing. Manufacturing indust .. read more

The Role for Automation and Robotics in Electronics Manufacturing

Why use robotics? Precision -> improved quality Consistency -> improved quality Traceability -> improved quality Dexterity -> to handl .. read more

Bringing AI To The Edge A Collaborative Study Of Defect Detection In Surface Mount Devices

Machine Learning  Edge Computing Edge AI Demonstrated using a Case Study on HiP (Head in Pillow) defect detection .. read more

Electronic Board Defect Classification and Detection with Deep Learning

Inspection means have increasingly been incorporated into typical manufacturing of boards, substrates and/or systems. A significant number of automatic inspections rely on the analysis of im .. read more

Towards Artificial Intelligence in SMT inspection processes

To ensure the highest possible quality standards in automotive electronics production, an extensive implementation of testing and inspection systems throughout production is mandatory. In SM .. read more

A Framework for Large-Scale AI-Assisted Quality Inspection Implementation in Manufacturing Using Edge Computing

In recent years, neural network based deep learning models has demonstrated high accuracy in object detection and classification in the area of digital image processing. Manufacturing indust .. read more

The Role for Automation and Robotics in Electronics Manufacturing

Why use robotics? Precision -> improved quality Consistency -> improved quality Traceability -> improved quality Dexterity -> to handl .. read more

Bringing AI To The Edge A Collaborative Study Of Defect Detection In Surface Mount Devices

Machine Learning  Edge Computing Edge AI Demonstrated using a Case Study on HiP (Head in Pillow) defect detection .. read more