Hailo-8: AI Accelerator
Artificial Intelligence (AI) has revolutionized how data is processed, analyzed, and utilized across various industries. AI systems allow machines to do tasks that usually need human intelligence, such as learning, reasoning, and problem-solving. These systems can process large amounts of data, identify patterns, and even make decisions.
Edge AI takes this a step further by bringing AI closer to where the data is created, which reduces delays and enhances real-time decision-making. This is essential for applications that require quick responses, like smart factory, real-time surveillance, and industrial automation.
To power these advanced applications, specialized AI chips and modules are vital. These components are designed for high efficiency and performance, enabling complex AI computations directly on devices. AI chips and modules, such as the Hailo-8, integrate seamlessly into edge devices, providing the necessary processing power to support the next generation of AI-driven solutions.
What is an AI Module Accelerator?
An AI module accelerator is a compact, integrated hardware module that includes an AI chip along with the necessary components and interfaces to accelerate AI tasks. These modules are designed to be easily integrated into various devices and systems, providing them with advanced AI capabilities without the need for extensive redesign or development.
Key Features of AI Module Accelerators:
- Compact and Integrated: Combines the AI chip with memory, power management, and interfaces in a single module.
- Ease of Integration: Designed to be plug-and-play, making it easy to add AI capabilities to existing systems.
- Versatility: Can be used in a wide range of applications, from edge devices to embedded systems.
- Enhanced AI Performance: Provides a significant boost in AI processing power, enabling more complex and faster AI computations.
What is Hailo-8?
The Hailo-8 is a high-performance AI accelerator developed by Hailo AI, designed specifically for edge AI applications. This AI accelerator is engineered to provide powerful AI capabilities directly on edge devices, offering exceptional performance while maintaining low power consumption. This makes it ideal for applications that require real-time data processing, low latency, and high efficiency.
Some of the technical specifications of the Hailo-8 are:
Accelerator Card |
Hailo-8 |
Peak Performance(INT8) |
26 TOPS |
Interface |
PCIe Gen3, 2-lanes (x2) |
Form Factor |
M.2 Key A+E |
Thermal design power |
6.93W |
Storage Temperature |
-40°C~85°C |
Operating Temperature |
-40°C~85°C |
Support |
TensorFlow
TensorFlow Lite
Keras
PyTorch
ONNX
|
|
The Hailo-8 AI accelerator is versatile and can be applied across various industries, enhancing the performance and capabilities of edge devices in numerous applications:
- Industrial IoT (AIoT & IIoT):
- Predictive Maintenance: AI monitors equipment in real-time to predict failures and schedule maintenance before breakdowns occur, minimizing downtime.
- Quality Control: AI accelerators inspect products on the assembly line, detecting defects and ensuring high quality standards.
- Process Optimization: AI optimizes manufacturing processes by analyzing data and making real-time adjustments to improve efficiency and reduce waste.
- Security and Surveillance (Smart City): Real-Time Video Analytics: Enables advanced video processing and real-time analytics for threat detection and monitoring, and face recognition.
- Healthcare: Medical Imaging and Diagnostics: Accelerates the analysis of medical images and diagnostic processes, enabling quicker and more accurate medical diagnostics.
Winmate Leverages Hailo-8 for Edge AI
Winmate’s Edge AI Embedded PCs, including models such as the ITMH100-AI and IE32SB3-101AI, are equipped with the Hailo-8 AI accelerator. These Box PCs exemplify the forefront of edge AI computing by delivering powerful performance and efficiency for edge computing in many industries.
Integrating Box PCs with the Hailo-8 AI accelerator marks a significant advancement in the AIoT, smart factory, and industrial automation sectors. Their rugged design, versatile display connectivity and wide power range along with their robust performance for AI and IIoT applications make these Box PCs ideal for the most demanding industrial environments.
Additionally, Winmate has recently launched the Edge AI Panel PC series. These rugged PCs are powered by NVIDIA GPUs, enabling real-time data processing, AI-driven analytics, and rapid visualization, thereby unlocking new levels of operational efficiency and insight. Fully customizable, these AI Panel PCs can also be integrated with the Hailo-8 accelerator, upon request, to meet specific industry requirements.
To learn more about Winmate’s Edge AI Embedded PCs, check out our newsletter:
Hailo AI's Hailo-8 accelerator, combined with Winmate's robust industrial edge computing solutions like the ITMH100-AI and IE32SB3-101AI, represents a significant advancement in edge AI technology. These solutions offer the performance, efficiency, and reliability needed to drive innovation across various industries, from smart manufacturing and robotic inspection to video surveillance and healthcare. By leveraging the power of Hailo-8, businesses can achieve real-time insights and make data-driven decisions at the edge, enhancing productivity and operational effectiveness.
To learn more about Winmate’s rugged computing solutions, visit our website.
