Tag Archives | Deep Learning

CDNN: Generating an Embedded Neural Network at The Push of a Button

In two of my previous posts, I discussed deep learning frameworks, features and challenges and the specific challenges of deep learning in embedded systems. In this post, I would like to introduce the toolkit that deals with these challenges and serves as an extremely powerful and effective way to streamline development of deep learning on […]

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The Future of Smartphone Photography: Dual Cameras Meet Machine Learning

Immediately following the announcement of the iPhone 7 Plus, Apple’s first dual camera phone, commentators (like this post from wired and this post from eetimes) declared that dual cameras are the new norm for smartphone photography. That’s how much sway Apple has. As I speculated in my August 2015 post, this feature was anticipated since […]

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Deep Learning Frameworks, Features, and Challenges

Deep Learning on Embedded Systems As Artificial Intelligence (AI) expands into almost every aspect of our life, one of the major challenges is to bring this intelligence into small, low-power devices. This requires embedded platforms that can process extremely deep Neural Networks (NN) with high performance and very low power consumption. However, this is still […]

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On Demand Webinar: Deep Learning on Embedded Systems

As Artificial Intelligence (AI) marches into almost every aspects of our lives, one of the major challenges is bringing this intelligence to small, low-power devices. This requires embedded platforms that can deliver extremely-high Neural Network performance with very low power consumption. However, that’s still not enough. Machine Learning developers need a quick and automated way […]

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Open Source Deep Learning Frameworks: Now on Embedded Platforms

The latest Google I/O conference highlighted the fact that artificial intelligence (AI) is one of Google’s main focuses. And not just in reference to research-oriented, futuristic projects, like delivery drones. Google has made it quite clear that AI is coming into consumer homes and handheld devices now, in 2016, as my colleague expressed in this […]

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Linley Analyst Awards Winner for 2015: CEVA-XM4 Vision Processor

We are proud to share with you that our fourth generation imaging and vision DSP, the CEVA-XM4 intelligent vision processor, has been named “Best Processor IP of 2015” by semiconductor industry technology analyst, The Linley Group. Download Linley’s announcement on CEVA-XM4. Linley’s “Best Processor IP” category covers a broad range of licensable processor cores including CPUs, DSPs, […]

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How Computer Vision Empowers Autonomous Drones

Computer vision technology is complementing GPS sensors in visually smarter drones in a quest to have autonomous features like object tracking, environment sensing, collisions avoiding and more. At the same time, 4K video, now a must-have feature, and other functions like 3D depth map creation pose significant computational challenges for the high-quality image- and video-processing […]

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