American Made Advocacy: Reshoring—About Trust, Not Just Geography
Defense Speak Interpreted: It’s Time for a ‘Defense-Speak’ Update
Beyond the Board: The Future of Innovation—Why the Electronics Industry Needs You
iNEMI End-of-Project Webinar: Investigation of AI Enhancement to AOI for PCBA
November 6, 2024 | iNEMIEstimated reading time: 1 minute
Automated optical inspection (AOI) systems are essential in electronic manufacturing for ensuring the quality of printed circuit board assemblies (PCBAs). Traditional AOI systems, however, face significant challenges due to high false call rates and defect escapes, particularly as electronic designs become more complex. The integration of artificial intelligence (AI) has emerged as a promising solution to enhance the capabilities of AOI systems.
Phase 1 of iNEMI’s AI Enhancement to AOI for PCBA Project evaluated and recommended AI technologies for AOI. The project team surveyed the current state of AI and AOI technologies in the industry, established common performance metrics, and prepared test vehicles for subsequent experiments.
The recently completed Phase 2 of the project involved rigorous experimentation using the metrics and test vehicles established in Phase 1 to evaluate and validate the performance of AI-enhanced AOI systems. End-of-project webinars are scheduled on November 12 and 13 to report Phase 2 results and lessons learned. Challenges and future work in adopting AI into AOI will also be discussed.
Registration
These webinars are open to the public; advance registration is required (see links below). Two sessions (with the same content) are scheduled. If you have any questions or need additional information, please contact Haley Fu (haley.fu@inemi.org).
Session 1
Tuesday, November 12, 2024
8:00-9:00 a.m. EST (US)
2:00-3:00 p.m. CET (Europe)
9:00-10:00 p.m. CST (China)
Register for Session 1
Session 2
Wednesday, November 13, 2024
9:00-10:00 a.m. CST (China)
8:00-9:00 p.m. EST (US) on November 12
Register for Session 2
Share on:
Suggested Items
Real Time with... IPC APEX EXPO 2025: Creative Approaches to Measuring Thermal Warpage
03/31/2025 | Real Time with...IPC APEX EXPONeil Hubble discusses his research on measuring thermal warpage which focuses on challenges in testing small, thin samples. He introduces non-destructive testing methods that effectively measure without damaging components. Neil highlights the industry's growing interest in AI and outlines future technology goals, including improved resolution and automation to enhance production efficiency.
Zenaida Valianu, IPC, Earns IPC Excellence in Education Award at IPC APEX EXPO 2025
03/31/2025 | IPCThe IPC Excellence in Education award was presented to Zenaida (Zenny) Valianu, IPC, at IPC APEX EXPO 2025, recognizing her significant contributions to workforce development and leadership.
IPC APEX EXPO 2025 Review: Expecting the Unexpected
03/31/2025 | Tom Kastner, GP VenturesOne of the best things about trade shows is not the scheduled meetings but the chance meetings that come up unexpectedly. Just because you happened to go down one aisle instead of the next, you bump into an old acquaintance that you have not seen for years, or you happen to talk to the guy in line next to you to get a $5 Pepsi, and it turns into a great, new connection.
Gartner Forecasts Worldwide GenAI Spending to Reach $644 Billion in 2025
03/31/2025 | Gartner, Inc.Worldwide generative AI (GenAI) spending is expected to total $644 billion in 2025, an increase of 76.4% from 2024, according to a forecast by Gartner, Inc.
L3Harris Completes Sale of Commercial Aviation Solutions Business to TJC for $800 Million
03/31/2025 | BUSINESS WIREL3Harris Technologies has completed the previously announced sale of its Commercial Aviation Solutions (CAS) business to an affiliate of TJC L.P. for $800 million. The entire $800 million cash purchase price was paid to L3Harris at the closing of the transaction.