TAO Toolkit

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Aug 28, 2024

New Foundational Models and Training Capabilities with NVIDIA TAO 5.5

NVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
13 MIN READ
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Jul 10, 2024

Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data

Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins...
14 MIN READ
Jun 24, 2024

Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim

As vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
13 MIN READ
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Jun 06, 2024

MediaTek Integrates NVIDIA TAO Toolkit for IoT Edge AI Development

MediaTek is teaming with NVIDIA to integrate NVIDIA TAO training and pretrained models into its development workflow, bringing advanced AI and visual perception...
1 MIN READ
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Jun 02, 2024

Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow

This post is the first in a series on building multi-camera tracking vision AI applications. In this part, we introduce the overall end-to-end workflow,...
12 MIN READ
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Feb 21, 2024

Top Computer Vision/Video Analytics Sessions at NVIDIA GTC 2024

Discover the transformative power of computer vision and video analytics at GTC. Dive into cutting-edge techniques such as vision transformers, AI agents,...
1 MIN READ
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Dec 20, 2023

New Release: NVIDIA TAO 5.2

With the latest NVIDIA TAO 5.2, you can now run zero-shot inference for panoptic segmentation with ODISE, create custom 3D object pose models, and boost...
1 MIN READ
Dec 14, 2023

Fast-Track Computer Vision Deployments with NVIDIA DeepStream and Edge Impulse

AI-based computer vision (CV) applications are increasing, and are particularly important for extracting real-time insights from video feeds. This revolutionary...
12 MIN READ
Dec 06, 2023

Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO

With NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
3 MIN READ
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Nov 20, 2023

Transforming Industrial Defect Detection with NVIDIA TAO and Vision AI Models

Efficiency is paramount in industrial manufacturing, where even minor gains can have significant financial implications. According to the American Society of...
11 MIN READ
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Nov 06, 2023

Webinar: Accelerate Edge AI Development with NVIDIA Metropolis APIs and Microservices on NVIDIA Jetson

Explore how Metropolis APIs and microservices on NVIDIA Jetson can significantly reduce vision AI development timelines from years to months.
1 MIN READ
Oct 29, 2023

How to Train Autonomous Mobile Robots to Detect Warehouse Pallet Jacks Using Synthetic Data

Synthetic data can play a key role when training perception AI models that are deployed on autonomous mobile robots (AMRs). This process is becoming...
10 MIN READ
Oct 18, 2023

Webinar: Fast Track AI to the Edge with NVIDIA TAO and Edge Impulse

Discover the power of integrating NVIDIA TAO and Edge Impulse to accelerate AI deployment at the edge.
1 MIN READ
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Sep 08, 2023

Webinar: Boost Your AI Development with ClearML and NVIDIA TAO

On Sept. 19, learn how NVIDIA TAO integrates with the ClearML platform to deploy and maintain machine learning models in production environments.
1 MIN READ
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Aug 16, 2023

Webinar: Boost Model Performance with NVIDIA TAO Toolkit on STM32 MCUs

On Aug. 29, learn how to create efficient AI models with NVIDIA TAO Toolkit on STM32 MCUs.
1 MIN READ
Aug 15, 2023

Customizing AI Models: Train Character Detection and Recognition Models with NVIDIA TAO

Optical Character Detection (OCD) and Optical Character Recognition (OCR) are computer vision techniques used to extract text from images. Use cases vary across...
14 MIN READ