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.
Hailo AI Software Suite
RivendicaHailo AI Software Suite is an Edge AI SDK and deployment toolkit for compiling, optimizing, and running AI models on Hailo processors. It supports vision and generative AI workflows across Hailo vision processors and AI accelerators.
Overview
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.
Core capabilities
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.
Typical use cases
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.
Pros and Cons
Pros
- Covers the full path from model compilation to runtime inference.
- Supports both vision and generative AI workflows.
- Includes pre-trained model repositories and example applications for faster prototyping.
- Provides multiple integration options for common development stacks and embedded deployments.
Cons
- The public website does not publish pricing, plan tiers, or purchase terms for the software suite.
- Some documentation and software-download areas are behind login, so full technical details are not visible from the public pages alone.
FAQ
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.
Quick Facts
- 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