Guides

Welcome to the usls guides! This section provides comprehensive documentation for understanding and using the library effectively.

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Core Concepts

• Module System

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  Understand how models are organized into modules (Model, Visual, Textual, Encoder, Decoder)

  Learn More →

• Configuration

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  Learn the builder-pattern API for configuring models with devices, dtypes, and execution providers

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• Data Loading

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  Load images, videos, webcams, and streams efficiently with automatic batching

  Learn More →

• Results & Annotation

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  Work with unified Y results and visualize with Annotator and Viewer

  Results → · Annotator → · Viewer →

• Execution Providers

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  CUDA, TensorRT, CoreML, OpenVINO, DirectML, and more

  Learn More →

• Device Management

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  Configure model and processor devices separately for optimal performance

  Learn More →

• Data Types

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  FP32, FP16, INT8, Q8, Q4F16, BNB4 precision support

  Learn More →