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How Xnor.ai Managed to Squeeze a Deep Neural Network onto a $20 Wyze Camera

This article was originally published by Xnor.ai. It is reprinted here with the permission of Xnor.ai. Wyze, the provider of affordable smart home technologies, came to us with a problem — can you help reduce the endless, unnecessary notifications for our camera users? At the time, Wyze was sending their users notifications based on motion […]

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What Is Deep Learning? Three Things You Need to Know

This article was originally published at MathWorks' website. It is reprinted here with the permission of MathWorks. Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example. Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign, or to

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Sensor Modules Help Accelerate Embedded Vision Development

This article was originally published at FRAMOS' website. It is reprinted here with the permission of FRAMOS. Sensor Modules are small imaging solutions used to easily integrate customized vision technologies into machines and devices that allow them to see. Developers of robots, drones, IoT, consumer devices and surveillance applications benefit from saving both development time

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Live and in Color: Why Color Calibration is So Important in Medical Technology

This article was originally published at Basler’s website. It is reprinted here with the permission of Basler. In our article “What Role Does Color Play in Image Processing?” we already explained the role of color reproduction in machine vision. While monochrome images often suffice for industrial image processing, very different types of image information are

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Event-based Sensing Enables a New Generation of Machine Vision Solutions

This article excerpt is published in full form at Prophesee's website. It is reprinted here with the permission of Prophesee. Event-based sensing is a new paradigm in imaging technology inspired by human biology. It promises to enable a smarter and safer world by improving the ability of machines to sense their environments and make intelligent

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Camera Selection – How Can I Find the Right Camera for My Image Processing System?

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. Lost in the Jungle of Options? Faced with the challenge of designing an image processing system, you may find yourself in a veritable jungle of options, amidst a dizzying range of camera models, relevant properties, helpful features and

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Speeding Up Semantic Segmentation Using MATLAB Container from NVIDIA NGC

This article was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Gone are the days of using a single GPU to train a deep learning model.  With computationally intensive algorithms such as semantic segmentation, a single GPU can take days to optimize a model. But multi-GPU hardware is expensive,

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Bringing it All into Focus: Finding the Right Lens for Your Camera

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. In order to get a good, sharp image, you not only need a good camera, but also the right lens for the camera. Right from the beginning the sheer unlimited selection of possible lenses is apparent. For digital

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Intel’s Recommendations for the U.S. National Strategy on Artificial Intelligence

This article was originally published at Intel's website. It is reprinted here with the permission of Intel. Executive Summary Nations that invest in Artificial Intelligence (AI) stand to gain tremendous advantages across industry, government and society at large. On February 11, 2019 the White House issued an Executive Order on Maintaining American Leadership in Artificial

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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