Hybrid AI-powered computer vision combines physics and big data

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Researchers have laid out a new approach to enhance artificial intelligence-powered computer vision technologies by adding physics-based awareness to data-driven techniques. The study offered an overview of a hybrid methodology designed to improve how AI-based machinery sense, interact and respond to its environment in real time — as in how autonomous vehicles move and maneuver, …

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Mastering Summarization with ChatGPT

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Last Updated on June 16, 2023 In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due …

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Asset management vs. parts inventory management: What’s the difference?

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

When it comes to managing assets throughout their lifecycle, business leaders know they need a comprehensive strategy in place to succeed. But they aren’t always clear on the strategic opportunities around parts inventory management and the role it plays in maintenance strategy. While asset management solutions monitor buildings, equipment, vehicles, IT assets and other items …

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Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations

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Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant increase in model size and inference workloads. On-device ML inference in mobile environments requires meticulous performance optimization and consideration of trade-offs due to resource constraints. Running inference of …

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Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Dive into Deep Learning (D2L.ai) is an open-source textbook that makes deep learning accessible to everyone. It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. So far, D2L has been adopted by more than 400 universities around the world, such as …

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Generative AI: The next phase of cloud transformation for communications service providers

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Communication service providers (CSPs) are at an inflection point. From stagnating revenues, to network strain in meeting the demands of 5G, to challenges in delivering innovative customer experiences, there’s enormous pressure on the telecommunications industry to transform. Over the past few years, CSPs around the globe have turned to artificial intelligence (AI) to address some …

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