Software for Embedded Vision
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The Next Frontier in Education: How Generative AI and XR will Evolve the World of Learning in the Next Decade
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. (Ai)Daptive XR empowers students through real-time personalization and collaborative learning Envisioning the future of education, and the art of learning overall, is nothing new. Over 120 years ago, French artist Jean-Marc Côté suggested how learning may look
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“Transforming Enterprise Intelligence: The Power of Computer Vision and Gen AI at the Edge with OpenVINO,” a Presentation from Intel
Leila Sabeti, Americas AI Technical Sales Lead at Intel, presents the “Transforming Enterprise Intelligence: The Power of Computer Vision and Gen AI at the Edge with OpenVINO” tutorial at the May 2024 Embedded Vision Summit. In this talk, Sabeti focuses on the transformative impact of AI at the edge, highlighting… “Transforming Enterprise Intelligence: The Power
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“Challenges and Solutions of Moving Vision LLMs to the Edge,” a Presentation from Expedera
Costas Calamvokis, Distinguished Engineer at Expedera, presents the “Challenges and Solutions of Moving Vision LLMs to the Edge” tutorial at the May 2024 Embedded Vision Summit. OEMs, brands and cloud providers want to move LLMs to the edge, especially for vision applications. What are the benefits and challenges of doing… “Challenges and Solutions of Moving
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“A Cutting-edge Memory Optimization Method for Embedded AI Accelerators,” a Presentation from 7 Sensing Software
Arnaud Collard, Technical Leader for Embedded AI at 7 Sensing Software, presents the “Cutting-edge Memory Optimization Method for Embedded AI Accelerators” tutorial at the May 2024 Embedded Vision Summit. AI hardware accelerators are playing a growing role in enabling AI in embedded systems such as smart devices. In most cases… “A Cutting-edge Memory Optimization Method
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Decoding How NVIDIA AI Workbench Powers App Development
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Free tool lets developers experiment with, test and prototype AI applications. Editor’s note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible and showcases new hardware, software, tools
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“Implementing Transformer Neural Networks for Visual Perception on Embedded Devices,” a Presentation from VeriSilicon
Shang-Hung Lin, Vice President of Neural Processing Products at VeriSilicon, presents the “Implementing Transformer Neural Networks for Visual Perception on Embedded Devices” tutorial at the May 2024 Embedded Vision Summit. Transformers are a class of neural network models originally designed for natural language processing. Transformers are also powerful for visual… “Implementing Transformer Neural Networks for
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“Optimized Vision Language Models for Intelligent Transportation System Applications,” a Presentation from Nota AI
Tae-Ho Kim, Co-founder and CTO of Nota AI, presents the “Optimized Vision Language Models for Intelligent Transportation System Applications” tutorial at the May 2024 Embedded Vision Summit. In the rapidly evolving landscape of intelligent transportation systems (ITSs), the demand for efficient and reliable solutions has never been greater. In this… “Optimized Vision Language Models for
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Understanding What the Machines See: State-of-the-art Computer Vision at CVPR 2024
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm’s accepted papers, demos and workshops at CVPR 2024 showcase the future of generative AI and perception The Computer Vision and Pattern Recognition Conference (CVPR) 2024 begins on Monday, June 17, and Qualcomm Technologies is excited to
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“Image Signal Processing Optimization for Object Detection,” a Presentation from Nextchip
Young-Jun Yoo, Executive Vice President at Nextchip, presents the “Image Signal Processing Optimization for Object Detection” tutorial at the May 2024 Embedded Vision Summit. This talk delves into the challenges and optimization strategies in image signal processing (ISP) for enhancing object detection in advanced driver-assistance systems (ADAS). Through real-world examples,… “Image Signal Processing Optimization for
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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… “Temporal Event Neural Networks: A
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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… “Silicon Slip-ups: The Ten Most
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Upcoming Webinar Explores AI for Audio
On June 25, 2024 at 2:00 pm PT (5:00 pm ET), Alliance Member company MACSO Technologies will deliver the free webinar “AI for Audio.” From the event page: Come join the MACSO team and our partner community to dive into the intricacies of AI for audio. MACSO has a wealth of experience to share in
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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… “How Axelera AI Uses Digital
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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.… “How Arm’s Machine Learning Solution
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“Nx EVOS: A New Enterprise Operating System for Video and Visual AI,” a Presentation from Network Optix
Nathan Wheeler, Co-founder and CEO of Network Optix, presents the “Nx EVOS: A New Enterprise Operating System for Video and Visual AI” tutorial at the May 2024 Embedded Vision Summit. In most software domains, developers don’t write code at the bare-metal level; they build applications on top of operating systems,… “Nx EVOS: A New Enterprise