.. include:: /keyword.rst

============
TAO on Genio
============

`TAO on Genio`_ provides a suite of NeuroPilot-compatible, pretrained ONNX models derived from the **NVIDIA TAO Toolkit**. MediaTek optimizes these models for Genio platforms, providing high-efficiency inference through the NeuroPilot toolchain.

This resource includes:

*   Pre-optimized models available in the `NVIDIA NGC Catalog`_.
*   Step-by-step tutorials for model conversion and deployment.
*   Instructions for integrating TAO models into production workflows.

For detailed documentation, refer to the `TAO on Genio Official Site`_.

.. _TAO on Genio: https://mediatek.gitlab.io/genio/doc/tao/ml-mtk-tao.html
.. _TAO on Genio Official Site: https://mediatek.gitlab.io/genio/doc/tao/ml-mtk-tao.html
.. _NVIDIA TAO Toolkit: https://developer.nvidia.com/tao-toolkit
.. _NVIDIA NGC Catalog: https://catalog.ngc.nvidia.com/models?filters=&orderBy=scoreDESC&query=tao&page=&pageSize=

Frequently Asked Questions
==========================

.. dropdown:: What is the difference between TAO on Genio and the Model Zoo?

   The :doc:`Model Zoo </ai_hub/model_zoo/overview>` contains general-purpose models converted via the NeuroPilot Converter. **TAO on Genio** specifically focuses on NVIDIA's TAO-optimized architectures, providing specialized tutorials for professional vision tasks.

.. dropdown:: How are TAO models integrated with multimedia pipelines?

   The developer can combine TAO models with cameras and video codecs by using the **NNStreamer** framework. Refer to the :doc:`NNStreamer Guide </ai_hub/supported_os/yocto/litert/nnstreamer>` for practical integration examples.