MediaTek Genio - NVIDIA TAO
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
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