Object Tracking

Visual Intelligence: Foundation Models + Satellite Analytics for Deforestation (Part 1)

This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. Satellite imagery has revolutionized how we monitor Earth’s forests, offering unprecedented insights into deforestation patterns. ‍In this two-part series, we explore both traditional and cutting-edge approaches to forest monitoring, using Bulgaria’s Central Balkan National Park as our […]

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Andes Technology Demonstration of Its RISC-V IP in a Spherical Image Processor and Meta’s AI Accelerator

Marc Evans, Director of Business Development and Marketing at Andes Technology, demonstrates the company’s latest edge AI and vision technologies and products at the March 2025 Edge AI and Vision Alliance Forum. Specifically, Evans demonstrates the company’s RISC-V semiconductor processor IP, which enables customers to develop leading SoCs for AI, computer vision and other market

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Radar-enhanced Safety for Advancing Autonomy

Front and side radars may have different primary uses and drivers for their innovation, but together, they form a vital part of ADAS for autonomous vehicles. IDTechEx‘s report, “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars“, showcases the latest radar developments and explores autonomy leveling up as a result, with Level 2+ asserting itself within

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Scalable Video Search: Cascading Foundation Models

This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. Video has become the lingua franca of the digital age, but its ubiquity presents a unique challenge: how do we efficiently extract meaningful information from this ocean of visual data? ‍In Part 1 of this series, we navigate

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Vision Language Model Prompt Engineering Guide for Image and Video Understanding

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Vision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual understanding to large language models (LLMs) through the use of a vision encoder. These

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SAM 2 + GPT-4o: Cascading Foundation Models via Visual Prompting (Part 2)

This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 2 of our Segment Anything Model 2 (SAM 2) Series, we show how foundation models (e.g., GPT-4o, Claude Sonnet 3.5 and YOLO-World) can be used to generate visual inputs (e.g., bounding boxes) for SAM 2. Learn

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Nearly $1B Flows into Automotive Radar Startups

According to IDTechEx‘s latest report, “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars“, newly established radar startups worldwide have raised nearly US$1.2 billion over the past 12 years; approximately US$980 million of which is predominantly directed toward the automotive sector. Through more than 40 funding rounds, these companies have driven the implementation and advancement of

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Top-tier ADAS Systems: Exploring Automotive Radar Technology

Radars have had a place within the automotive sector for over two decades, beginning with the first use for adaptive cruise control and many other developments taking place since. IDTechEx‘s “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars” report explores the latest developments in radar technology within the automotive sector. ADAS safety systems ADAS (advanced

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SAM 2 + GPT-4o: Cascading Foundation Models via Visual Prompting (Part 1)

This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 1 of this article we introduce Segment Anything Model 2 (SAM 2). Then, we walk you through how you can set it up and run inference on your own video clips. Learn more about visual prompting

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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

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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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