Panasert, Dynapert, Universal, Sanyo, Fuji, TDK, KME, Yamaha, Quad, Camalot, Juki, MPM, Minami, DEK, Samsung, Tenryu, Nitto, Electrovert, Sensbey, Soltec, Koki, Tamura, Yokota, Iemme, etc
Tooling, jigs & fixtures per your designs
Technical Library | 2024-04-29 21:19:42.0
Over the years, computer vision and machine learning disciplines have considerably advanced the field of automated visual inspection for Printed Circuit Board (PCB-AVI) assurance. However, in practice, the capabilities and limitations of these advancements remain unknown because there are few publicly accessible datasets for PCB visual inspection and even fewer that contain images that simulate realistic application scenarios. To address this need, we propose a publicly available dataset, "FICS-PCB"1, to facilitate the development of robust methods for PCB-AVI. The proposed dataset includes challenging cases from three variable aspects: illumination, image scale, and image sensor. This dataset consists of 9,912 images of 31 PCB samples and contains 77,347 annotated components. This paper reviews the existing datasets and methodologies used for PCBAVI, discusses challenges, describes the proposed dataset, and presents baseline performances using feature engineering and deep learning methods for PCB component classification.
Used SMT Equipment | Turnkey Lines
Juki KE2055RM complete line available. 1.Loader / Unloader: Local Brand 2.Speedprint SP880AVI screen printer 3.Juki KE2055RM pick and placer 4.Heller 1809EXL reflow oven For more details, please contact us by email.
Used SMT Equipment | Turnkey Lines
In stock and production ready. One complete SMT line. Speedprint SP710avi Universal Genesis flexible placer Vitronics 10 zone XPM2 and all Conveyors/board handling to complete the line. Complete installation, startup and detailed training upo
Industry News | 2013-01-15 15:48:09.0
Speedprint Technology will highlight the SP710avi with Advanced Dispense Unit in Booth #1245 at the upcoming IPC APEX EXPO
WATCH the system in action NOW on our website, under Videos. The made in England Speedprint systems are the new focuse of the printing industry and quickly becomeing the benchmark for quality and value. Watch the impressive video now on our web
Industry News | 2011-05-27 22:32:36.0
Speedprint introduces the Speedprint SP700avi Screen Printer to the North American market.
Industry News | 2012-01-21 00:27:35.0
Speedprint Technology will debut the SP710avi to the North American market in Booth #3015 at the upcoming IPC APEX Expo.
Industry News | 2013-09-13 13:47:27.0
Speedprint Technology will exhibit the SP710avi with Advanced Dispense Unit in Booth #815 at the upcoming SMTA International Exhibition, scheduled to take place October 15-16, 2013 at the Fort Worth Convention Center in Texas.
