Software for Embedded Vision
How to Optimize and Accelerate GPUs for Graphical and Machine Vision Processing
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. How to optimize and accelerate GPUS: tools, techniques, and real-world scenarios Machine learning (ML) systems analyze tremendous amounts of data to identify hidden patterns and make predictions based on those patterns. This requires a very
Qualcomm Technologies’ IoT Strategy: A New Approach, a New Opportunity
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Our new blueprint for enabling our partners and end customers to bring more smarts to the edge was one of the highlights of Investor Day Everything around us is either already a lot smarter or aiming to
Top 4 Computer Vision Problems & Solutions in Agriculture — Part 2
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 1 of this series we introduced you with the top 4 issues you are likely to encounter in agriculture related datasets for object detection: occlusion, label quality, data imbalance and scale variation. In Part 2
On the Brink of the Technological Singularity: Is AI Set to Surpass Human Intelligence?
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Each advancement in artificial intelligence (AI), machine learning (ML), and contemporary large language models (LLMs), rekindles debates over the technological singularity, a hypothetical future point in time at which technological growth becomes uncontrollable and irreversible,
How NVIDIA Jetson AGX Orin Helps Unlock the Power of Surround-view Camera Solutions
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Autonomous vehicles, such as warehouse robots, rely on precise maneuvering. NVIDIA Jetson AGX Orin™-powered surround-view cameras provide a perfectly synchronized solution, allowing these robots to move freely within designated areas without requiring intensive manual intervention.
Streamlining AI Inference Performance and Deployment with NVIDIA TensorRT-LLM Chunked Prefill
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. In this blog post, we take a closer look at chunked prefill, a feature of NVIDIA TensorRT-LLM that increases GPU utilization and simplifies the deployment experience for developers. This builds on our previous post discussing how advanced
Developing and Deploying Vision-based Multi-camera Solutions
This blog post was originally published at eInfochips’ website. It is reprinted here with the permission of eInfochips. Over the past several years, with strong advances in technology, Artificial Intelligence (AI) and Machine Learning (ML) capabilities have become available in highly compact chipsets. These chipsets have been adopted across vision solutions including low power wearable
Synthetic Data is Revolutionizing Sensor Tech: Real Results from Virtual Worlds
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Imagine you’re a developer on your first day at a new job. You’re handed a state-of-the-art sensor designed to capture data for an autonomous vehicle. The excitement quickly turns to anxiety as you realize the
Snapdragon Summit’s AI Highlights: A Look at the Future of On-device AI
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Technologies sets new standards in AI performance for its latest mobile, automotive and Qualcomm AI Hub advancements Our annual Snapdragon Summit wrapped up with exciting new announcements centered on the future of on-device artificial intelligence (AI).
FotoNation Completes a Hat-trick Management Buyout
Vision Technology Leader Reacquired by Company’s Original Founders GALWAY, Ireland, Nov. 12, 2024– FotoNation® (www.fotonation.com), a leading provider of ultra-low power, high-efficiency computer vision AI solutions, announced that its founders have completed a management buyout of the company’s chip-level hardware, firmware, and imaging business, acquiring the company for the third time. Petronel Bigioi, its current
How to Accelerate Larger LLMs Locally on RTX With LM Studio
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. GPU offloading makes massive models accessible on local RTX AI PCs and workstations. 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,
Top 4 Computer Vision Problems & Solutions in Agriculture — Part 1
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 1 of this series, we highlight the 4 main issues you are likely to encounter in object detection datasets in agriculture. We begin by summarizing the challenges of applying AI to crop monitoring and yield
Introducing the First AMD 1B Language Models: AMD OLMo
This blog post was originally published at AMD’s website. It is reprinted here with the permission of AMD. In recent years, the rapid development of artificial intelligence technology, especially the progress in large language models (LLMs), has garnered significant attention and discussion. From the emergence of ChatGPT to subsequent models like GPT-4 and Llama, these
Computer Vision Integration in Robotic Applications: Real-world Insights
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Imagine a world where computer vision integration allows robots not only ‘do’ but ‘see’ and ‘understand’. Welcome to the Fourth Industrial Revolution (Industry 4.0)! Here, the fusion of artificial intelligence and industrial robotics is sparking
Introducing Qualcomm IoT Solutions Framework: Making It Easier to Develop and Deploy Solutions
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The Qualcomm IoT Solutions Framework represents a comprehensive suite of developer tools, reference blueprints and a robust ecosystem of partners Qualcomm Technologies, Inc. is known for its vast collection of wireless-related intellectual property and its processor and
Give AI a Look: Any Industry Can Now Search and Summarize Vast Volumes of Visual Data
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Accenture, Dell Technologies and Lenovo are among the companies tapping a new NVIDIA AI Blueprint to develop visual AI agents that can boost productivity, optimize processes and create safer spaces. Enterprises and public sector organizations around the
The Global Robotaxi Market Value in 2024 Will be $174B
For more information, visit https://www.idtechex.com/en/research-report/autonomous-vehicles-market-2025-2045-robotaxis-autonomous-cars-sensors/1045. The global robotaxi vehicle market value in 2045 will be US$174 billion, growing with a 20-year CAGR of 37% between 2025 and 2045 and with a market share dominated by leaders from the US and China, such as Google’s Waymo, GM’s Cruise, WeRide, Baidu, and AutoX. IDTechEx’s Autonomous Vehicles Market
“Improved Data Sampling Techniques for Training Neural Networks,” a Presentation from Karthik Rao Aroor
Independent AI Engineer Karthik Rao Aroor presents the “Improved Data Sampling Techniques for Training Neural Networks” tutorial at the May 2024 Embedded Vision Summit. For classification problems in which there are equal numbers of samples in each class, Aroor proposes and presents a novel mini-batch sampling approach to train neural… “Improved Data Sampling Techniques for
