Software for Embedded Vision

From Brain to Binary: Can Neuro-inspired Research Make CPUs the Future of AI Inference?
This article was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. In the ever-evolving landscape of AI, the demand for powerful Large Language Models (LLMs) has surged. This has led to an unrelenting thirst for GPUs and a shortage that causes headaches for many organizations. But what if there

From Seeing to Understanding: LLMs Leveraging Computer Vision
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. From Face ID unlocking our phones to counting customers in stores, Computer Vision has already transformed how businesses operate. As Generative AI (GenAI) becomes more compelling and accessible, this tried-and-tested technology is entering a new era of

Autonomous Cars are Leveling Up: Exploring Vehicle Autonomy
When the Society of Automotive Engineers released their definitions of varying levels of automation from level 0 to level 5, it became easier to define and distinguish between the many capabilities and advancements of autonomous vehicles. Level 0 describes an older model of vehicle with no automated features, while level 5 describes a future ideal

Introducing Qualcomm Custom-built AI Models, Now Available on Qualcomm AI Hub
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. We’re thrilled to announce that five custom-built computer vision (CV) models are now available on Qualcomm AI Hub! Qualcomm Technologies’ custom-built models were developed by the Qualcomm R&D team, optimized for our platforms and designed with end-user applications

New AI SDKs and Tools Released for NVIDIA Blackwell GeForce RTX 50 Series GPUs
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA recently announced a new generation of PC GPUs—the GeForce RTX 50 Series—alongside new AI-powered SDKs and tools for developers. Powered by the NVIDIA Blackwell architecture, fifth-generation Tensor Cores and fourth-generation RT Cores, the GeForce RTX 50

10 Common Mistakes in Data Science Projects and How to Avoid Them
This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. While Data Science is an established and highly esteemed profession with strong foundations in science, it is important to remember that it is still a craft and, as such, it is susceptible to errors coming from processes

RAG for Vision: Building Multimodal Computer Vision Systems
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. This article explores the exciting world of Visual RAG, exploring its significance and how it’s revolutionizing traditional computer vision pipelines. From understanding the basics of RAG to its specific applications in visual tasks and surveillance, we’ll examine

Qualcomm AI Research Makes Diverse Datasets Available to Advance Machine Learning Research
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm AI Research has published a variety of datasets for research use. These datasets can be used to train models in the kinds of applications most common to mobile computing, including: advanced driver assistance systems (ADAS), extended reality

Make Your Existing NVIDIA Jetson Orin Devices Faster with Super Mode
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The NVIDIA Jetson Orin Nano Super Developer Kit, with its compact size and high-performance computing capabilities, is redefining generative AI for small edge devices. NVIDIA has dropped an exciting new update to their existing Jetson

Empowering Civil Construction with AI-driven Spatial Perception
This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Transforming Safety, Efficiency, and Automation in Construction Ecosystems In the rapidly evolving field of civil construction, AI-based spatial perception technologies are reshaping the way machinery operates in dynamic and unpredictable environments. These systems enable advanced

Can Money Buy AI Dominance?
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The announcements of the creation of Stargate last week as well as the revelation of DeepSeek-V3’s performance at a much lower cost than OpenAI and its competitors are both raising a lot

The Future of AI in Business: Trends to Watch
This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In a world increasingly shaped by the rapid evolution of artificial intelligence, 2024 stands as another momentous year, with advancements that continue to reshape how we live, work, and imagine our future. From the rapid acceleration in

Multimodal Large Language Models: Transforming Computer Vision
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. This article introduces multimodal large language models (MLLMs) [1], their applications using challenging prompts, and the top models reshaping computer vision as we speak. What is a multimodal large language model (MLLM)? In layman terms, a multimodal

How Qualcomm is Catalyzing Retail’s AI Revolution
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Retail is embracing innovation — we’ll be showing off examples of these game-changing experiences at NRF 2025 With more places to shop than ever, physical stores are turning to AI and technology for a competitive edge. That

How Au-Zone Technologies Plays a Key Role in the Ocean Cleanup Automated Debris Imaging System
This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Founded in 2012 in Rotterdam, The Netherlands, The Ocean Cleanup is developing and scaling technologies to rid the oceans of plastic with ocean cleanup systems and river interception technologies. With over 150 employees, The Ocean

DALL-E vs Gemini vs Stability: GenAI Evaluations
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. We performed a side-by-side comparison of three models from leading providers in Generative AI for Vision. This is what we found: Despite the subjectivity involved in Human Evaluation, this is the best approach to evaluate state-of-the-art GenAI Vision

Harnessing the Power of LLM Models on Arm CPUs for Edge Devices
This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In recent years, the field of machine learning has witnessed significant advancements, particularly with the development of Large Language Models (LLMs) and image generation models. Traditionally, these models have relied on powerful cloud-based infrastructures to deliver impressive

AI On the Road: Why AI-powered Cars are the Future
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. AI transforms your driving experience in unexpected ways as showcased by Qualcomm Technologies collaborations As automotive technology rapidly advances, consumers are looking for vehicles that deliver AI-enhanced experiences through conversational voice assistants and sophisticated user interfaces. Automotive