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Exploring edge AI: Insights from Brainchip’s 2023 edge AI technology report
Aug 9, 2023 | Larisa Redins
CATEGORIES Edge Applications | Edge Computing News | Market Research
The recently published 2023 Edge AI Technology Report delves into the present landscape of edge AI, showcasing its diverse applications in both the industrial and consumer realms.
The report, sponsored by Brainchip, Arduino, Arm, Edge Impulse and Sparkfun, explores the advantages of this technology and also sheds light on the challenges it faces. According to experts, edge AI is transforming multiple industries, such as industrial manufacturing, healthcare, consumer products, transportation, smart cities and smart homes.
The edge AI report explores how platforms such as TensorFlow Lite, PyTorch Mobile, OpenVino, Nvidia Jetson and others support edge AI development. It highlights critical hardware and software selection considerations, including integration and security, to ensure a smooth and secure implementation of edge AI.
TinyML is also featured prominently in the report, exploring its advantages, development tools and potential challenges. It delves into the role of TinyML in the products of the future.
The report also examines various edge AI algorithms, including classification, detection, segmentation and tracking algorithms. It further explores the harmonizing of these algorithms with hardware.
Sensing modalities, including vision-based, audio-based and environmental sensing, are also discussed alongside data collection methods. The report showcases how companies like Sparkfun are simplifying data logging, for example.
In a series of case studies, the report provides glimpses into the real-world applications of edge AI. Companies like ST, Sensory Inc and Pachama demonstrate how they’re transforming industries with edge AI technologies.
The report also addresses the challenges of edge AI, such as data management, integration, security, latency, scalability, cost and power consumption. It also suggests potential solutions to these issues.
Looking to the future, the report explores the potential impact of the emergence and growth of 5G/6G networks on edge AI. It foresees a growing significance of neuromorphic computing and event-based processing. Additionally, the report emphasizes the importance of data-efficient AI and in-memory computing for edge AI.
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Look what we have here..... a repost by System-of-Systems Engineering Airbus Defence and Space.
Thomas Hülsing reposted this
Rob Telson 3rd+
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Sometimes you have to stop and appreciate the moment. Many thanks to Todd Vierra and his team at BrainChip for all of their hard work and passion to make great things happen! #neuromorphic #edgeai #tinyml #ai
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Thomas Hülsing
Premium member System-of-Systems Engineering Airbus Defence and Space GmbHConstance, Baden-Württemberg, Germany 500+ connections
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And this.....
Pierre Baumgärtel reposted this
Rob Telson 3rd+
Vice President, Ecosystem and Partnerships
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Sometimes you have to stop and appreciate the moment. Many thanks to Todd Vierra and his team at BrainChip for all of their hard work and passion to make great things happen! #neuromorphic #edgeai #tinyml #ai
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just do it !SENNEBOGENMaxhütte-Haidhof, Bavaria, Germany 500+ connections
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First off this is 5 days old, lots of comments re reduction in code...
Could someone more technical than me maybe post a comment to highlight the capabilities of Akida. Stephen (the presenter) himself comments that neural networks are beyond him. He has a lot of followers, perhaps he might do a dive into Brainchip? Also the Bull on the news interview says tech is on a new run, worth a watch. Could we be a fit with Tesla?
Yep Charles soon the rats will be scrambling trying to get out from any hole and crevice! It's time.Listening to this video, and specifically the recent performance of tech stocks and the direction of tech over the next decade, emphasizes the disconnect between Brainchip's likely role and its somnambulant (so far) stock price/performance.
This disconnect cannot last forever and when it awakens it will be rocket ship ride that we dare not miss.
Please Brainchip....don't succumb to an ill advised premature buyout.
Must admit, this car will set a new standard in automobile design and technology. The MB company sure move quick. Range is impressive. Like the whole package.Mercedes-Benz Concept CLA Class is huge tech in a small, bright package - Autoblog
The Mercedes-Benz Concept CLA Class previews huge tech in a small package. It's said to go up to 750 miles on a charge thanks to new battery tech.www.autoblog.com
One comment.....Nice....very, very Nice
Tech.
Mention of in cabin monitoring. We already know how well and we do it with low energy consumption. I'm thinking big chance we are behind it!Mercedes-Benz Concept CLA Class is huge tech in a small, bright package - Autoblog
The Mercedes-Benz Concept CLA Class previews huge tech in a small package. It's said to go up to 750 miles on a charge thanks to new battery tech.www.autoblog.com
One comment.....Nice....very, very Nice
Tech.
Even nicer if AKIDA is in there. Not a single mention of neuromorphic tech in the article, but it is all a bit vague. At 30% more efficient than Volvo perhaps Merc are keeping the secret sauce very secret. We'll know soon.Mercedes-Benz Concept CLA Class is huge tech in a small, bright package - Autoblog
The Mercedes-Benz Concept CLA Class previews huge tech in a small package. It's said to go up to 750 miles on a charge thanks to new battery tech.www.autoblog.com
One comment.....Nice....very, very Nice
Tech.
Even nicer if AKIDA is in there. Not a single mention of neuromorphic tech in the article, but it is all a bit vague. At 30% more efficient than Volvo perhaps Merc are keeping the secret sauce very secret. We'll know soon.
Tech's carbon footprint: can AI revolutionize responsibly?AI and carbon footprint....
Tech's carbon footprint: can AI revolutionize responsibly? | AFP
Washington (AFP) - Across the globe, data servers are humming, consuming both megawatts and precious natural resources to bring life to our digital world. The planet's 8,000 or so data centers are the foundation of our online existence, and will grow ever further with the advent of artificial...nordot.app