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ADS Transform CV: COTS, Deep Learning based Computer Vision System for Question and Answer Application

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ADS Transform CV: COTS, Deep Learning based Computer Vision System for Question and Answer Application

Transform Cv pxie based system

ROCKVILLE Md. – January 15, 2025– PRLog – Acquired Data Solution (ADS) and RADX Technologies announce Transform CV, a COTS Computer Vision (CV), deep learning-enabled system for visual inspection. Transform-CV is a low-cost and flexible platform that allows manufacturers, distributors and integrators to improve their component and subsystem Quality Assurance.

The majority of small and medium-sized manufacturers rely on manual inspections for Q/A. These processes are dependent on personnel and, as a result, are limited in reliability, repeatability, and accuracy. SMB manufacturers often find logic-based conventional CV systems too expensive, especially when it comes to low-volume, high-mix applications. Traditional CV systems also require initial programming by CV specialists and reprogramming when new features or defects are detected. This time-consuming and expensive process of initial deployment and updating is often a costly and lengthy one.

Transform-CV, on the other hand, is based upon COTS components, and uses deep learning to accelerate real-time inference and training operations. This results in a high-performance, cost-optimized solution that can be “trained” based on images or drawings of DUTs with their relevant features or defect. Transform-CV, once trained, can be run in real-time using an intuitive GUI. This greatly improves the repeatability and reproducibility of Q/A operations. Transform-CV also supports customer-enabled learning. By collecting and annotating images themselves, users can “teach” use Transform-CV on new DUTs, or to recognize new features or defects, without needing additional programming or consultation by ADS or other third parties. This dramatically reduces the Total Cost of Ownership.

The Transform-CV software is written in Python, PyTorch, and designed to run on Linux and Windows PXle Systems and PCs. It can also easily interface with MATLAB LabVIEW and other popular application frameworks. Transform-CV is capable of a wide range of inspections, including macro- and microscopic dimensional analyses, workmanship inspections, sorting and classifying, and defect detection. ADS is developing Transform CV systems for microelectronics applications, cable manufacturing, kitting CNC machining and additive manufacturing.

An example of a Transform CV system includes the following elements:

  • An embedded computer vision system based on a PXle/PCle equipped with a suitable NVIDIA GPU, other essential components, or a GPU kit for existing PXle/PCle systems.
  • One (or more) application-specific camera(s), with appropriate optical training, including magnification, filter, and illuminators.
  • A manual or semi-manual fixture to hold the DUTs, if no robotic or handheld operation will be used.
  • Application-specific tailoring, including system training using images and/or diagrams and incorporating pass/fail criteria for the required DUTs.
  • Optional Integration into CRM or ERP Systems.
  • Installation and delivery, as well as personnel training to add DUTs or features.
  • Pricing & Availability. Transform-CV Basic Inference and Training COTS Binary Right to Use License starts at $15,000 for perpetual license, with optional annual updates. Transform-CV systems are priced from $25k to up to $500,000, depending on the application, required hardware, software, and tailoring. Delivery time varies from 3 to 12 month depending on the complexity of the application. Steve Seiden is the President of ADS. Contact ADS to learn more about Transform CV’s applications, and how it can help you improve your Q/A performance. Learn more about Transform-CV at https://acquiredata.com/solutions/transform-cv/.

    Acquired data Solutions (ADS), are an engineering company with over 25 years of experience in delivering integrated solutions to federal and commercial clients for test, process automation and cybersecurity. Our mission as an ISO 9001-certified organization is to provide high quality products and services that align with customer and regulatory needs.

    RADX Technologies, Inc.is a small high-tech business that develops advanced, commercially available, High Performance Computing (HPC), COTS, technologies and products. These are geared towards Production and R&D T&M, Electronic Warfare, Automotive ADSAS/AD, Manufacturing Quality Assurance and Semiconductor Applications. For more information, visit www.radxtech.com (19459037).

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