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
Suggested Items
indie Semiconductor Exceeds Q3 2024 Growth Expectations, Guides Accelerating Q4
11/12/2024 | indie SemiconductorThird quarter 2024 revenue increased 3.1% sequentially to $54.0 million, above the mid-point of the outlook with Non-GAAP gross margin up sequentially to 50.4 percent.
Gartner Forecasts India IT Spending to Reach $160 Billion in 2025
11/12/2024 | Gartner, Inc.India IT spending is projected to total $160 billion in 2025, an increase of 11.2% from 2024, according to the latest forecast by Gartner, Inc.
Altus Showcases Cutting-Edge Equipment at the Southern Manufacturing & Electronics 2025
11/12/2024 | Altus GroupAltus Group, a prominent distributor of advanced equipment for electronics assembly in the UK and Ireland, has announced its participation in the Southern Manufacturing & Electronics show, held from 4-6 February 2025 at the Farnborough International Exhibition Centre.
TRI at SMTA Silicon Valley Expo & Tech Forum 2024
11/12/2024 | TRITest Research, Inc. (TRI), the leading provider of test and inspection systems for the electronics manufacturing industry, will join the SMTA Silicon Valley Expo & Tech Forum 2024 on December 5, 2024, at the Fremont Marriott Silicon Valley.
I-Connect007 Editor’s Choice: Five Must-Reads for the Week
11/08/2024 | Nolan Johnson, I-Connect007In our industry we work on solutions. This week, solutions are represented in these must-read choices. Solid state batteries make an appearance, as does LED imaging equipment at American Standard Circuits. SPEA’s AI-based optical inspection is here, as are Happy Holden’s recent article on one key engineering skill and news about a flagship R&D facility funded by the U.S. CHIPS Act.