Algorithms

Understanding Spatial Noise and Its Reduction Methods Using Convolution

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Convolution is a mathematical operation used in image processing to apply filters to images. These filters are used for spatial noise reduction in images with variations or irregularities in the pixel values that are unrelated […]

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“Temporal Event Neural Networks: A More Efficient Alternative to the Transformer,” a Presentation from BrainChip

Chris Jones, Director of Product Management at BrainChip, presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit. The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient

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How Edge Devices Can Help Mitigate the Global Environmental Cost of Generative AI

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Exploring the role of edge devices in reducing energy consumption and promoting sustainability in AI systems The economic value of generative artificial intelligence (AI) to the world is immense. Research from McKinsey estimates that generative AI could add the

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“Silicon Slip-ups: The Ten Most Common Errors Processor Suppliers Make (Number Four Will Amaze You!),” a Presentation from BDTI

Phil Lapsley, Co-founder and Vice President of BDTI, presents the “Silicon Slip-ups: The Ten Most Common Errors Processor Suppliers Make (Number Four Will Amaze You!)” tutorial at the May 2024 Embedded Vision Summit. For over 30 years, BDTI has provided engineering, evaluation and advisory services to processor suppliers and companies that use processors in products.

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“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision,” a Presentation from Axelera AI

Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit. As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however,

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Power Cloud-native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA

This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the Jetson platform’s flexibility and scalability with microservices and a host of new features. It’s the most downloaded

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“How Arm’s Machine Learning Solution Enables Vision Transformers at the Edge,” a Presentation from Arm

Stephen Su, Senior Segment Marketing Manager at Arm, presents the “How Arm’s Machine Learning Solution Enables Vision Transformers at the Edge” tutorial at the May 2024 Embedded Vision Summit. AI at the edge has been transforming over the last few years, with newer use cases running more efficiently and securely. Most edge AI workloads were

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Nota AI and Advantech Sign Strategic MOU to Pioneer On-Device GenAI Market

Nota AI and Advantech sign MOU for edge AI collaboration. Partnership focuses on generative AI at the edge. Joint marketing and sales activities planned to expand market share. SEOUL, South Korea, June 7, 2024 /PRNewswire/ — AI model optimization technology company Nota AI® (Nota Inc.) has signed a strategic Memorandum of Understanding (MOU) with global industrial AIoT

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“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation from Network Optix

Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit. In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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