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AI Application Introduction

1. AI Fusion X​

AI Fusion X is a demo application that integrates multiple AI capabilities including

  • Computer vision
  • Large language models (LLMs)
  • Real-time video processing
  • Speech recognition

AI Fusion X

1.1 Computer Vision​

Built on onnxruntime, this module supports various image processing algorithms. The app provides sample images, and users can also upload their own images for processing.

Computer Vision

1.2 Large Language Models (LLM)​

The application comes with two built-in LLMs: Qwen and DeepSeek. Users can interact with these models via a chat interface to perform natural language understanding and generation.

Large Language Models

1.3 Real-time Video Processing​

Three modes are supported for real-time video processing as follows:

  • Object detection
  • Pose estimation
  • Face recognition

Users can freely switch between these modes to explore different scenarios.

Real-time Video Processing

1.4 Speech Recognition​

Includes a voice-to-text feature. After recording, the system automatically transcribes the spoken content into text.

Speech Recognition

2. Ollama​

The system comes with the Ollama command-line tool pre-installed which is used to manage and run local large language models. Run the ollama command to view usage details and supported models.

Ollama CLI Tool