Preparing State-of-the-Art Models for Classification and Object Detection with NVIDIA TAO Toolkit – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-04-01T09:00:00Z http://www.open-lab.net/blog/feed/ Zhimeng Fan <![CDATA[Preparing State-of-the-Art Models for Classification and Object Detection with NVIDIA TAO Toolkit]]> http://www.open-lab.net/blog/?p=24059 2022-08-21T23:41:03Z 2021-02-25T16:00:00Z Accuracy is one of the most important metrics for deep learning models. Greater accuracy is a prerequisite for deploying the trained models to production to...]]> Accuracy is one of the most important metrics for deep learning models. Greater accuracy is a prerequisite for deploying the trained models to production to...

Accuracy is one of the most important metrics for deep learning models. Greater accuracy is a prerequisite for deploying the trained models to production to solve real-world problems reliably and effectively. Creating highly accurate models from scratch is time-consuming and capital-intensive. As a result, companies with limited data and resources struggle to get their AI solutions to market.

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