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Monday, October 4, 2021
Grokking Artificial Intelligence Of Things| AI | IoT | Machine Learning | Tutorial | IEMLabs
WHAT IS IOT? The Internet of Things (IoT) is a network of physical objects—“things”—embedded with sensors, software, and other technologies for connecting and sharing data with other devices and systems over the Internet. WHAT IS AIOT? The Artificial Intelligence of Things (AIoT) is the integration of AI technologies with Internet of Things (IoT) infrastructure to create more effective IoT operations, better human-machine engagements, and improve data management and analytics. AI Boosts IOT AI will significantly boost IoT on two fronts. For starters, it affects telemetry data by imbuing sensors with intelligence. Second, artificial intelligence (AI) will be utilized to evaluate the inbound telemetry data stream in real-time or batch mode. It connects to the beginning (devices) and end (analysis) of the IoT spectrum. One Such application is AIOT Smart Cameras. For example, a camera acting as an image sensor will communicate every frame to the IoT system in order to evaluate the feed for certain items. By incorporating AI into the camera device, the frame is only sent when a certain item is recognized. This substantially accelerates the process while sparing the CPU from having to process each frame. The same logic may be used to speech synthesis and other types of telemetry data. AI-enabled sensors are the IoT systems of the future. Smart cameras powered by AI accelerators from Intel, NVIDIA, and Qualcomm will soon be the norm. Another example: Advanced IoT systems will be able to detect abnormalities in real-time by applying deep learning models based on neural networks to incoming sensor telemetry data. When the neural network predicts a major mistake, the malfunctioning equipment may be turned off to avert a catastrophic accident or occurrence. The primary distinction between conventional IoT rules engines and AIoT rules engines is whether they are proactive or reactive. Current IoT systems are meant to respond to an incident, but AIoT systems can identify faults and events in advance. The incorporation of AI into IoT systems offers the promise of predictive maintenance, which will help businesses save millions of dollars in equipment support and maintenance. AIoT (Artificial Intelligence of Things) refers to intelligent, linked systems that can make judgments. Artificial intelligence will enable the most effective use of data generated by IoT components, greatly contributing to their growth. Based on telemetry data, an artificial intelligence-enabled device will be able to govern the entire system of linked, synchronized equipment, manage individual devices, and even make a choice regarding self-repair when some parameters are abnormal. Artificial intelligence in industry is a true game changer: Individual components of a particular factory's machine park will be able to not only send data to humans, signaling that something is wrong, but also automatically take action to eradicate such a threat, owing to this technology. What is Society 5.0? Japan's vision for the future is Society 5.0. It is a super-smart society in which technology such as big data, the Internet of Things (IoT), artificial intelligence (AI), and robotics permeate every sector and social segment. Society 5.0, often known as a "super-smart society," is a vision shared by Japan in 2016 and offered to the Western European world in 2017. (At CeBIT 2017). Download Link : Visual Studio Code – https://code.visualstudio.com/download ❖ To know more visit our Website – https://iemlabs.com ======================================== Follow us on Social Media also: - ❖ Twitter - https://bit.ly/2Lyr36Z ❖ Facebook Page - https://bit.ly/3ng2PfM ❖ Instagram - https://bit.ly/2WgQKva ❖ LinkedIn Page - https://bit.ly/3noDXT9 ❖ Telegram Channel - https://bit.ly/2LtDP6G ❖ Telegram Group - https://bit.ly/37hphjc ========================================== ❖ Please Like, Share and Subscribe our YouTube Channel - https://bit.ly/3ap1EHx ❖ don’t forget to press the Bell Icon #AI #IoT #ML #IEMLabs
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