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Generative AI for Intelligent Robots NVIDIA’s New Frameworks – Metropolis and Isaac ROS 2.0

NVIDIA has recently announced major expansions to two frameworks on the NVIDIA Jetson platform for edge AI and robotics: the NVIDIA Isaac ROS robotics framework has entered general availability, and the NVIDIA Metropolis expansion on Jetson is coming next. These frameworks are designed to accelerate AI application development and deployments at the edge, and to simplify the development, deployment, and management of AI at the edge.

Generative AI models and cloud-native APIs and microservices are coming to the edge. Generative AI is bringing the power of transformer models and large language models to virtually every industry. That reach now includes areas that touch edge, robotics, and logistics systems: defect detection, real-time asset tracking, autonomous planning and navigation, human-robot interactions, and more.

The NVIDIA Isaac ROS robotics framework is a popular open-source platform for building intelligent robots. It provides a collection of libraries, tools, and drivers to help developers create advanced robots that can perceive their environment, reason about it, and act autonomously. The NVIDIA Metropolis expansion on Jetson is a comprehensive platform for building intelligent video analytics applications. It includes a suite of pre-trained models for object detection, classification, segmentation, and tracking.

Generative AI offers zero-shot learning — the ability for a model to recognize things specifically unseen before in training — with a natural language interface to simplify the development, deployment, and management of AI at the edge. Transforming the AI Landscape Generative AI dramatically improves ease of use by understanding human language prompts to make model changes. Those AI models are more flexible in detecting, segmenting, tracking, searching and even reprogramming — and help outperform traditional convolutional neural network-based models.

With these new frameworks from NVIDIA, developers can now use new generative AI APIs and microservices to accelerate industrial digitalization. More than 10,000 companies building on the NVIDIA Jetson platform can benefit from these new generative AI capabilities.

NVIDIA’s new Generative AI New Frameworks – Metropolis and Isaac ROS 2.0 – are designed to accelerate AI application development and deployments at the edge. These frameworks provide developers with powerful generative AI models and cloud-native APIs and microservices that can be used to build intelligent robots that can perceive their environment, reason about it, and act autonomously. With these new frameworks from NVIDIA, developers can now use new generative AI APIs and microservices to accelerate industrial digitalization.

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97 thoughts on “Generative AI for Intelligent Robots NVIDIA’s New Frameworks – Metropolis and Isaac ROS 2.0”

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