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To increase the variety of edge sensors that can benefit from these new tools and software services, Microsoft resurrected the Kinect.Īllowing advanced robotics to "see" will enable them to perform far more complex actions, even without a constant relay of instructions. However, this technology, Qualcomm and its Custom Vision service, while useful only work with devices equipped with sensors and cameras that can process visual data. Microsoft has also partnered with Qualcomm to bring cognitive vision developer's tools to devices like home assistants, security cameras and other smart devices. This advanced method of machine learning can increase productivity because all of these devices will be able to continue to perform complicated, vision-based tasks even with network connection disruptions. This technology can also be used to improve advanced robotics, autonomous vehicles and industrial machines. It will give these devices the ability to "see" and understand the environment around them, analyzing new visual data streams. Implementation of this software with Azure IoT Edge can allow unmanned aerial vehicles, such as drones, to perform more complex tasks without direct control from a central data source.
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According to TechCrunch, the first of these programs will be the Custom Vision service. At Build 2018, the company announced ambitious plans to bring its Cognitive Services software to its edge computing solution, Azure IoT Edge. However, these sensors are, at the moment, fairly basic equipment. Network outages or dropped connections won't result in lost or fragmented information. This system is also more dependable because the sensors store the data, at least for a limited time span. Remote sensors receive computer processing power to analyze the data near its source before sending it back, greatly reducing bandwidth needs. Capitalizing on the internet of things, this method of data processing de-emphasizes a central hub. "Microsoft has ambitious plans to bring its Cognitive Services software to Azure IoT Edge."Įdge computing is at the forefront of technological innovation.