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Why being engaged in 5G? Talking about Edge AI and Model Play

2020-07-21 11:52:24 | Google AIY
5G will change the world, which will not shock people, not just publicity. why? Because the capabilities of 5G technology can change existing technologies in unimaginable ways.
Research shows that by 2035, 5G is expected to provide 12.3 trillion U.S. dollars in global economic output and support 22 million jobs worldwide, with huge potential. This technology will not only support devices, but can also change lives. In addition to mobile device technology, we also see that the fields of artificial intelligence, the Internet of Things and robotics will be affected by 5G. In this article, we will explore the potential of 5G in these areas.
Self-driving car
As the Internet of Things binds our physical world and brings its entities to the digital platform, 5G is critical to its sustainability. From finding obstacles, interacting with smart signs and following maps, to establishing communication between other manufacturers/cars, the responsibility of these cars is huge.
All of this can only happen when large amounts of data are transmitted and processed in real time. To this end, a network with equal speed and potential is needed, and 5G seems to be able to provide such a network. 5G has high capacity, low latency, and safety, all of which must put self-driving cars on the road.
Smart City
The city we will have in the future will be different from the city we live in today. They will include connected devices, interactive autonomous vehicles, on-demand smart buses, driverless taxis, etc. Smart cities will also include smart buildings, which will enable companies to increase efficiency by regulating energy consumption.
Data from these cities will help us understand how to use resources in a specific area and how to optimize resource use. Although the possibilities are endless, we will need the next-generation network-5G to make it a reality.
IoT technology
The Internet of Things has begun to change the world, but the integration of 5G will completely change it. It will connect billions of other devices to the Internet. Although the home Internet of Things has great potential, the real deal lies in the Industrial Internet of Things.
From manufacturing, agriculture to retail, healthcare, etc., the Internet of Things will be omnipresent. 5G will fully expand its coverage. For example, 5G in healthcare will enable robotic surgery, personalized medicine, wearable healthcare, etc.
robot technology
We all know the potential that robotics brings to the industry, but many people may not know what can be done with 5G collaboration. In order to operate efficiently, robots need to exchange large amounts of data with systems and employees. To this end, the capacity and capabilities of 5G networks are required.
For example, in agriculture, robots can easily monitor the condition of crop fields and send near real-time video and information back to farmers. After receiving the instructions, the robot can perform the required operations, such as trimming, spraying or harvesting crops. They can also measure features and transmit them to remote scientists.
Why is it so important? The world’s population is growing, and our needs are also growing. In order to maintain food supplies, new technologies need to be brought to the field.
AI entertainment
One obvious use of 5G networks is to address and support the growing demand for mobile video. The data capacity, speed and low latency of the network will promote innovative entertainment methods, including virtual reality and augmented reality. We may see a lot of innovation in AR and VR, but not only in the entertainment field-companies will also see benefits.
AI, Internet of Things and 5G – Why?
We also see a lot of confusion hovering over AI and IoT. One thing we all understand is that all of this boils down to data and processes large amounts of data in real-time.
However, we do not yet have a network that can support this function, but 5G promises:
Low power consumption
Utilize IoT sensors that will last a long time
Compared with 4G, supports more devices
Provides incredible high-speed data connections.
Deliver data with low latency so that more data can be processed.
From predictive maintenance and cost reduction to problem solving/making necessary changes, 5G will revolutionize the industry.
Network optimization and distribution
For example, 5G will enable network slicing, during which you can use a portion of the network bandwidth to prioritize and meet specific needs. This means that the network can be appropriately sliced and distributed among participants according to the priority of the task and used for a given task.
5G's low latency
Remember, 5G is definitely about speed, not speed. Low latency enables 5G networks to provide very near real-time video transmission for sports or security purposes. In industries such as construction and healthcare, where regular and real-time coordination is a key industry, this feature may prove to be extremely beneficial.
In the field of construction, low latency enables effective video conferencing between members to complete work.
In medical care, medical service providers can monitor patients with the same efficiency even when they are outside the hospital.
Edge artificial intelligence with low latency, high efficiency and low consumption
Edge TPU is a supplement to Google Cloud TPU and Google cloud services. It provides end-to-end, cloud-to-end, hardware + software basic architecture to facilitate the deployment of AI-based solutions for customers.
Edge TPU can be used in more and more industrial application scenarios, such as predictive maintenance, anomaly detection, machine vision, robotics, voice recognition, etc. It can be used in manufacturing, on-premises, healthcare, retail, smart spaces, transportation, etc.
LG's internal IT service department has tested Edge TPUs and plans to use them on testing equipment in the product line. Shingyoon Hyun, chief technology officer of LG CNS organization, said that the current LG inspection device processes more than 200 display panel images per second, and all problems are manually inspected. The accuracy of the existing system is about 50%, and Google AI can Increase the accuracy to 99.9%.
Model Play is an AI model resource platform for global developers, with built-in diversified AI models, compatible with Tiorb AIX, and supports Google Edge TPU edge artificial intelligence computing chips, accelerating professional development.
In addition, Model Play provides a complete and easy-to-use migration learning model training tool and a wealth of model examples, which can be perfectly matched and combined with Tiorb AIX to realize the rapid development of various artificial intelligence applications. Based on Google's open source neural network architecture and algorithm, the autonomous migration learning function is built. Users do not need to write code. AI model training can be completed by selecting pictures, defining models and category names, realizing easy learning and easy development of artificial intelligence.

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