In this talk we will begin by introducing federated learning (FL) for computer vision in IoT edge applications. Federated learning is an approach to machine learning that enables collaborative training of deployed models while maintaining decentralized data. We will survey […]
In this talk, we’ll explain how Wyze delivers robust visual AI at ultra-low cost for millions of consumer smart cameras, and how we are rapidly expanding these capabilities. We’ll begin by introducing Wyze’s edge-AI-enabled consumer cameras and related cloud services, […]
In this presentation we will delve into an innovative application of computer vision for power utility infrastructure inspection. We’ll begin with an overview of Buzz Solutions’ technology, emphasizing the use of computer vision for addressing critical challenges faced by power […]
Large vision models (LVMs) trained on a large and diverse set of imagery are revitalizing computer vision, just as LLMs did for language modeling. However, LVMs are not nearly as effective when applied to unique types of imagery. To handle […]
For classification problems in which we have equal numbers of samples in each class, we propose and present a novel mini-batch sampling approach to train neural networks using gradient descent. Our proposed approach ensures a uniform distribution of samples from […]
In this presentation, we’ll explore how advanced image acquisition techniques reveal previously unseen information, improving the ability of algorithms to provide valuable insights. We will introduce various techniques, including high-resolution optics, filters, high dynamic range imaging and multispectral imaging. We’ll […]
Join us in an insightful interview with Haran Thanigasalam, Camera and Imaging Consultant for the MIPI Alliance, as we delve into the relevance and impact of MIPI camera interface standards for embedded vision systems and how these standards are evolving. […]
At a high level, sport analytics systems can be broken into two components: sensory data collection and analytical models that turn sensory data into insights for users. In this talk, we will focus on the latter, and more specifically on […]
Large language models (LLMs) are revolutionizing the way we interact with computers and the world around us. However, in order to truly understand the world, LLM-powered agents need to be able to see. Will models in production be multimodal, or […]
Multimodal large language models represent a transformative breakthrough in artificial intelligence, blending the power of natural language processing with visual understanding. In this talk, we delve into the essence of these models. We begin by explaining how large language models […]
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