Model compilation and optimization
Compiles and optimizes deep learning models for Hailo devices using the Dataflow Compiler, including translation from common frameworks into an executable Hailo binary format.
什么是 Hailo AI Software Suite？
Hailo AI Software Suite is Hailo’s Edge AI SDK and deployment toolkit for building and running AI applications on Hailo processors. It combines model compilation, optimization, runtime inference, model libraries, and example applications in one software stack.
The suite is designed to work with Hailo’s AI vision processors and AI accelerators, supporting deployment on Hailo hardware and, in accelerator-based setups, on host processors such as x86 and ARM. Its workflow covers model translation, quantization and optimization, inference execution, and application integration for vision and generative AI use cases.
Hailo AI Software Suite 能做什么？
Runtime for deployment
Provides HailoRT as a production-grade runtime with C/C++ and Python APIs for inference, data transfer, and device control.
Model libraries for vision and GenAI
Includes Model Zoo Vision and Model Zoo GenAI collections for pre-trained and precompiled models that help teams prototype and integrate faster.
Model exploration and selection
Offers Model Explorer tools for vision and GenAI so developers can browse, filter, and compare models before deployment.
Integration support
Supports integration paths such as GStreamer, ONNX Runtime, REST APIs, and Yocto Layer packaging for embedded and application workflows.
使用场景
“Deploy edge inference pipelines”
Use the Dataflow Compiler and HailoRT to translate and deploy models for real-time inference on Hailo hardware in production environments.
“Prototype vision applications”
Use the Model Zoo Vision, Model Explorer Vision, and example applications to test computer vision tasks and speed up prototyping on supported devices.
“Integrate generative AI models”
Use the GenAI model resources, REST-compatible interfaces, and runtime support to build on-device generative AI workflows.
“Embed Hailo into device software stacks”
Use the Yocto Layer, runtime libraries, and device control tools to fit Hailo software into embedded Linux-based product builds.
“Connect to existing application frameworks”
Use the GStreamer plugin, ONNX Runtime support, and Python or C/C++ APIs to connect Hailo inference into existing application pipelines.
常见问题
What is included in Hailo AI Software Suite?
Hailo’s software stack is built around model compilation, optimization, and runtime inference on Hailo devices. The AI Software Suite includes the Dataflow Compiler, HailoRT, Model Zoo, Model Explorer tools, and example applications.
Which hardware does the software run on?
The suite supports Hailo vision processors directly, and it also supports deployment on host processors such as x86 and ARM when using Hailo AI accelerators.
What model and runtime workflows does Hailo support?
The source highlights TensorFlow and ONNX model workflows, plus common runtime and pipeline integrations such as GStreamer, ONNX Runtime, and REST APIs for GenAI workflows.
Is pricing published on the website?
Hailo’s public pricing page does not show plan details or prices. The site instead routes users to product inquiry, sign-in, and developer-zone access for software and documentation.
快速信息
- Category
- Edge AI software suite
- Primary users
- Developers and teams building applications for Hailo processors
- Platform support
- Hailo vision processors and Hailo AI accelerators; host processors such as x86 and ARM in accelerator deployments
- Source domain
- hailo.ai
- Pricing
- Not publicly listed on the site
- Notable workflow
- Model compilation, optimization, runtime inference, and application deployment
Hailo AI Software Suite 流量分析
流量数据仅供参考。
- 域名评分
- 67
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