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Embodied AI: How Do AI-powered Robots Perceive the World?

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. While robots have proliferated in recent years in smart cities, factories and homes, we are mostly interacting with robots controlled by classical handcrafted algorithms. These are robots that have a narrow goal and don’t learn from their […]

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Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on these vehicles must be trained to handle similar situations, like avoiding an obstacle or

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AMD Expands Ryzen Embedded Processor Family for High-performance Industrial Automation, Machine Vision and Edge Applications

Ryzen Embedded 7000 Series processors deliver leadership performance and advanced features with a growing partner ecosystem including Advantech, ASRock and DFI NUREMBERG, Germany, Nov. 14, 2023 (GLOBE NEWSWIRE) — AMD (NASDAQ: AMD) today announced at Smart Production Solutions 2023 the AMD Ryzen™ Embedded 7000 Series processor family, optimized for the high-performance requirements of industrial markets.

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Poro – A Family of Open Models that Bring European Languages to the Frontier

November 12, 2023 – SiloGen is today announcing a release of the first model checkpoints of a family of multilingual open source large language models (LLMs), covering all official European languages and code. Together with the University of Turku and HPLT, SiloGen launched at the end of August an initiative to build open multilingual LLMs,

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New AMD Radeon PRO Workstation Graphics Card to Power Next-generation Professional Content Creation, CAD and AI Applications

AMD Radeon™ PRO W7700 graphics card sets standard for professional graphics accelerators at $999, delivering a double-digit performance increase in key professional applications compared to the competition SANTA CLARA, Calif., Nov. 13, 2023 (GLOBE NEWSWIRE) — AMD (NASDAQ:AMD)  today announced the AMD Radeon™ PRO W7700, the most powerful professional workstation graphics card under $1,0001, offering an

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SiloGen Launches a Consortium to Build the World’s Largest Open LLM

August 20, 2023 – Europe’s largest private AI lab Silo AI, with its large language model (LLM) arm SiloGen, is today announcing a large-scale initiative on open and trustworthy LLMs. SiloGen launches a consortium together with TurkuNLP, a research group at the University of Turku, to develop a family of open LLMs, including the world’s

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NVIDIA Supercharges Hopper, the World’s Leading AI Computing Platform

HGX H200 Systems and Cloud Instances Coming Soon From World’s Top Server Manufacturers and Cloud Service Providers November 13, 2023—SC23—NVIDIA today announced it has supercharged the world’s leading AI computing platform with the introduction of the NVIDIA HGX™ H200. Based on NVIDIA Hopper™ architecture, the platform features the NVIDIA H200 Tensor Core GPU with advanced

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NVIDIA TAO Toolkit “Zero to Hero”: A Simple Guide for Model Comparison in Object Detection

This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 2 of our NVIDIA TAO Toolkit series, we describe & address the common challenges of model deployment, in particular edge deployment. We explore practical solutions to these challenges, especially on the issues surrounding model comparison. ‍Here

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Preserving Privacy and Security In a Generative AI World

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. AI and privacy: How on-device AI enhances privacy and security The rapid adoption of generative artificial intelligence (AI) has opened a new world promising explosive creativity, convenience and productivity. With large language models (LLMs), as well as

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Why is Explaining Machine Learning Models Important?

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. Why is explaining machine learning models important? The main focus in machine learning projects is to optimize metrics  like accuracy, precision, recall, etc. We put effort into hyper-parameter tuning or designing good data pre-processing. What if these

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