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Edmund Optics - Manufacturing Services 8/24 LB

Software Reinvents Machine Vision

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MOJTABA HOSSEINI, PLEORA TECHNOLOGIES INC.

When technology entrepreneur Marc Andreessen famously wrote “software is eating the world,” he signaled this technology’s increasing power to disrupt existing companies and entire industries. While Andreessen cited numerous examples where software revolutionized the retail, consumer electronics and telecom sectors, today a similar reinvention is playing out in the machine vision market. Thanks to advances in software and the widespread deployment of vision systems in industrial settings, designers can now harness data from countless users to build self-learning imaging...Read full article

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    Published: September 2016
    Glossary
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    convolutional neural network
    A powerful and flexible machine-learning approach that can be used in machine vision to help solve difficult problems. Inspired by biological processes, multiple layers of neurons process portions of an image to arrive at a classification model. The network of neurons is trained by a set of input images and the output classification (e.g., picture A is of a dog, picture B is of a cat, etc.) and the algorithm trains the neuron connection weights to arrive close to the desired classification. At...
    machine visionindustrialAmericasPleora Technologiescloud computing systemsalgorithmsTensorFlowCaffe for CNNsOpenCVFeaturesconvolutional neural network

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