Jonathan Lee will share his experience using AI and computer vision to revolutionize talent identification in sports. By developing aiScout, a platform that enables athletes to upload drill videos for AI evaluation, ai.io aims to democratize access to scouting. Leveraging […]
Gérard Medioni, Vice President and Distinguished Scientist at Prime Video and Amazon MGM Studios, will discuss his work on the innovative Just Walk Out technology, as well as the Amazon One identity service. Moving to the world of entertainment, the […]
Embedded vision applications, with their demand for ever more processing power, have been driving up the size and complexity of edge SoCs. Heterogeneous architectures that bring together CPUs, GPUs and specialized NPUs have become the standard approach to achieving high-performance […]
Many computer vision projects reach proof of concept but stall before production due to high costs, deployment challenges and infrastructure complexity. This session explores the path from prototype to production, focusing on how to reduce the cost of vision workloads […]
Quadric’s Chimera general-purpose neural processor executes complete AI/ML graphs—all layers, including pre- and post-processing functions traditionally run on separate DSP processors. To enable this, the Chimera Graph Compiler processes and optimizes a combination of NN graphs, Python code and C++ […]
As humans, when we look at a scene our first impressions are sometimes wrong; we need to take a second look, to squint and reassess. Squinting enables us to focus our attention on the subject we are investigating and often […]
ADAS (advanced-driver assistance systems) software has historically been tightly bound to the underlying system-on-chip (SoC). This software, especially for visual perception, has been extensively optimized for specific SoCs and their dedicated accelerators. In this talk, we explain the historic reasons […]
The increasing complexity of AI models has led to a growing need for efficient data storage and processing. One critical way to gain efficiency is using smaller and simpler data types. In this presentation, we explore the trade-offs in data […]
True innovation in tiny machine learning (tinyML) emerges from a synergy between software ingenuity, real-world application insights and leading-edge processor IP. In this presentation, we will explore the process of integrating these elements to shape the design of our latest […]
Designing a camera system requires a deep understanding of the fundamental principles of image formation and the physical characteristics of its components. Translating computer vision-based system requirements into camera system parameters is a crucial step. In this talk, we will […]
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