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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
Testimonial
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Klaus Koziol - atgSuggested Items
Labor Day: U.S. Federal Holiday
09/01/2025 | Andy Shaughnessy, I-Connect007Today is Labor Day, a U.S. federal holiday that Americans celebrate on the first Monday of September each year. This marks the 131st anniversary of the holiday. In 1887, Oregon was the first state to make Labor Day an official holiday. In 1894, after the Pullman Strike, Congress passed a bill that recognized Labor Day as a federal holiday, and President Grover Cleveland signed the bill into law.
Datest Unveils Viscom iX7059 XL 3D CT AXI System
08/25/2025 | DatestDatest, a trusted leader in advanced testing, engineering, inspection, and failure analysis services, and the go-to destination for when your boards misbehave and your AXI line goes on vacation, is thrilled to announce the arrival of its newest diagnostic weapon: the Viscom iX7059 XL 3D CT AXI Inspection System.
Polar Instruments Announces Additive Transmission Line Support for Si9000e
08/20/2025 | Polar InstrumentsTransmission lines embedded into the PCB surface are a feature of UHDI constructions. The 2025 fall release of Polar's Si9000e PCB impedance & insertion loss transmission line field solver incorporates eight new single ended, differential and coplanar transmission line structures.
Axxon-Mycronic Brings High-Performance Conformal Coating to productronica India 2025
08/20/2025 | Axxon-MycronicAxxon-Mycronic, a leading, global supplier of innovative and production-ready, dispensing and conformal coating systems, is pleased to announce its participation in productronica India 2025, taking place September 17–19 at the Bangalore International Exhibition Centre (BIEC).
The Marketing Minute: Staying Positive When the Market Isn’t
08/20/2025 | Brittany Martin -- Column: The Marketing MinuteIn today’s volatile electronics market, buffeted by tariffs, supply-chain shifts, and squeezed margins, it’s tempting to tighten belts and cut your marketing budget. But history shows us that the quietest brands get forgotten fastest. Staying visible is not a luxury; it’s a competitive advantage.