NVIDIA TAO is an AI-model-adaptation framework that simplifies and accelerates the creation of enterprise AI applications and services, through CLI and GUI based solutions.



TAO is an AI-model-adaptation framework that lets enterprise application developers fine-tune pretrained models with custom data to produce highly accurate computer vision, speech, and language understanding models in hours rather than months, eliminating the need for large training runs and deep AI expertise.

TAO is available today as a CLI-based solution called the NVIDIA TAO Toolkit. A GUI-based solution is currently in development that brings together the TAO toolkit and other key NVIDIA technologies. Apply for early access today.

Fast-Track AI with NVIDIA TAO

NVIDIA TAO simplifies the time-consuming parts of a deep learning workflow, from data preparation to training to optimization, shortening the time to value.

Get a Head Start with Pretrained AI Models

Start with a whole host of production-ready AI models from the NVIDIA NGC™ catalog that have been pretrained to high accuracy for various domains, such as computer vision and conversational AI.

Easily Adapt

Fine-tune and adapt the pretrained models with your data leveraging transfer learning and produce customized and production ready models in hours.

Optimize for Deployment

Optimize for deployment on the target GPU by balancing for latency and throughput. Select the optimal configuration deployment for any model architecture on a CPU or GPU with NVIDIA® Triton Inference Server.

Key Products in NVIDIA TAO

TAO Toolkit

TAO Toolkit is a CLI and Jupyter notebook based solution that simplifies the task of transfer learning and fine-tuning on computer vision and conversation AI models. The NVIDIA TAO Toolkit simplifies this process by abstracting away the AI/DL framework complexity.

Learn more about TAO Toolkit
Highly accurate and efficient domain-specific AI models

GUI-Based Solution (Coming Soon)

The GUI-based solution will allow users to train, adapt and optimize models without having to write a single line of code.

Apply for early access


TAO GTC Session

Learn a zero-code approach to creating production-ready AI models in this new GTC session.

Watch now

TAO Toolkit

Simplify transfer learning with a command line interface-based, Jupyter notebook driven solution by abstracting away the AI/DL framework complexity.

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TAO Demo

Watch NVIDIA TAO in action as we show how to fine-tune and adapt a PeopleNet model from the NGC catalog.

Watch Now

Latest NGC Catalog News

Check out the latest update to the NGC catalog user interface, including a richer, more seamless experience.

Read News

Apply for exclusive news, updates, and early access to NVIDIA TAO.