Hailo人工智能软件套件

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Hailo设备配有全面的人工智能软件套件，可实现深度学习模型编译，并在生产环境中实施人工智能应用。模型构建环境与常见的机器学习框架无缝集成，从而在现有的开发生态系统中顺利且轻松地进行集成。运行时环境支持在诸如基于x86和ARM主处理器（使用Hailo-8™）的产品中和Hailo-15™视觉处理器中集成和部署

Hailo软件套件包含以下关键组件

Model Build Environment

Model Build Computer

Machine Learning Frameworks

User Models

Hailo Model Zoo

Hailo Dataflow Compiler

Model Zoo：TensorFlow和ONNX中各种常见的先进预训练模型和任务.

Hailo数据流编译器：用于为Hailo设备离线编译和优化用户模型

Runtime Environment

AI Accelerator AI Vision Processor

Host processor

User Applications

TAPPAS

Application Examples

Hailo RT

OS IP Stack

Hailo-8™ Device

Hailo-8™ Firmware

Hailo TAPPAS：一套完整的应用示例，实施管道流水线元素和预训练的人工智能任务

HailoRT生产级轻型运行时软件包：在主机处理器上运行，用于对数据流编译器编译的深度学习模型进行实时推理

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EU Research and Innovation Program

This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No. 849921

This project has received funding from the European Union’s Horizon 2020.