We introduce a comprehensive framework for scaling computer vision systems across three critical dimensions: capability evolution, infrastructure decisions and deployment scaling. Today’s leading-edge vision systems leverage scalable models that, when utilized through prompting, enable advanced capabilities without the resource demands […]

In this session, we’ll explore how embedded vision is being used in industrial applications, including vehicle safety and production. We’ll highlight some of the challenging requirements of these applications, including the need for low latency, high accuracy and robustness in […]

Modern electronics products in domains such as virtual reality, augmented reality, home robots and cars deploy multiple cameras for advanced computer vision and AI use cases. These cameras are used for object detection, object tracking, object recognition, SLAM, hand tracking, […]

The Khronos OpenVX API offers a set of optimized primitives for low-level image processing, computer vision and neural network operators. It provides a simple method for writing optimized code that is portable across multiple hardware vendors and processors, including CPUs, […]

In industrial supply chain and logistics applications, edge IoT devices capture data continuously, generating massive amounts of data. For embedded vision systems, managing the sheer volume of images and metadata can be challenging. Selecting a diverse subset of high-quality data […]

In this presentation, Haran Thanigasalam will provide an overview of the MIPI CSI-2 image sensor interface standard, covering its fundamental features and capabilities, including low-energy transport solutions, power spectral density reduction and latency reduction. Haran will discuss the latest advances, […]

Along with AI agents, the new generation of large language models, vision-language models and other large multimodal models are enabling powerful new capabilities that promise to transform industries. In this talk, we explore the requirements and architectures of agentic applications, […]

In this presentation we’ll look at recent advances in depth estimation from images. We’ll first focus on the ability to estimate metric depth from monocular camera images from different domains and camera parameters. Next we’ll look at extensions to the […]