MediaTek Genio - NVIDIA TAO Logo

Table of Contents:

  • Introduction
    • NVIDIA TAO Toolkit
    • TAO on Genio
      • Key Features and Benefits
      • Execute TFLite Models on Genio
      • Accessing Pretrained Models
      • Performance Comparison on Genio SoC
  • NPU Acceleration
    • Introduction
    • Integrating Stable Delegate into LiteRT Application
      • Code Snippet
      • Explanation
  • NGC Supported Models
  • Tutorials
    • People Detection
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • License Plate Detection
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • Body Pose Estimation
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • Retail Object Recognition
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • People Semantic Segmentation
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • People Reidentification
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Application Control Flow Stack Diagram
        • Application Demo Video
      • Conclusion
    • Action Recognition
      • Introduction
        • Prerequisites
      • Download the Model
        • Model Analysis
      • Convert ONNX Model to TFLite
        • Method 1: Using onnx2tf
        • Method 2: Using mtk-converter
      • Model Execution
      • Demo Example
        • Fall Action Recognition
        • Biking Action Recognition
        • Walking Action Recognition
      • Conclusion
MediaTek Genio - NVIDIA TAO
  • TAO Tutorials
  • Edit on GitLab

TAO Tutorials

These tutorials have been developed using C++ because the Python API for the stable delegate is not available yet and is still in development. These demos were executed on Genio 700 but can be easily deployed to Genio 510 and Genio 1200. The example source code and converted TAO models can be found on gitlab

  • People Detection
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • License Plate Detection
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • Body Pose Estimation
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • Retail Object Recognition
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • People Semantic Segmentation
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • People Reidentification
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
  • Action Recognition
    • Introduction
    • Download the Model
    • Convert ONNX Model to TFLite
    • Model Execution
    • Demo Example
    • Conclusion
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Last updated on May 01, 2025.

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