Hailo Hailo-8 AI Processor
Hailo Hailo-8 Artificial Intelligence (AI) Processor features up to 26 tera-operations per second (TOPS), significantly outperforming other edge processors. The processor's area and power efficiency are far superior to similar leading solutions, at a size smaller than a penny, even including the required memory. With an architecture that leverages the core properties of neural networks, the Hailo Hailo-8 AI processor's neural chip enables edge devices to run deep learning applications at full scale more efficiently, effectively, and sustainably than other AI chips and solutions.
Hailo-8 integrates all required memory directly on the processor die. This on-chip memory architecture delivers the bandwidth needed for high-performance AI inference while reducing system cost, simplifying hardware design, and improving reliability.
Features
- Delivers data center-class performance to edge devices
- Unprecedented AI compute power of 26 TOPS
- Best-in-class power efficiency with 2.5W typical power consumption
- Enables real-time, low-latency, and high-efficiency AI inferencing on edge devices
- Highest cost-efficiency (TOPS/$) compared with existing solutions
- Easy hardware integration - does not require external memory
- Scalable
- Enables simultaneous processing of multi-streams and multi-models
- Supports multiple Hailo-8 devices
- Commercial, Industrial, and Automotive grades, supporting
- -40°C to +85°C industrial temperature range
- -40°C to +105°C automotive temperature range
- Benefits of high-performance AI analytics on the edge
- Advanced analytics algorithms can run on high-resolution and high-frame rate video, resulting in
- High accuracy and the ability to detect small objects
- Detection of fast-moving objects
- Significant reduction in false alerts
- Generation of comprehensive metadata
- Low latency and real-time alerts
- Efficiency and cost savings
- More robust capabilities and richer applications
- Advanced analytics algorithms can run on high-resolution and high-frame rate video, resulting in
Applications
- Intelligent video analytics
- Real‑time object detection, classification, and tracking
- Processing of high‑resolution and high‑frame‑rate video streams
- Reduced false alerts through more advanced deep‑learning models
- Smart cameras and intelligent IP cameras
- Embedded AI in cameras for analytics at the point of capture
- Multi‑stream video inference with low power consumption
- Standalone operation without external DRAM
- Surveillance and security systems
- Perimeter monitoring
- Intrusion and anomaly detection
- Multi‑camera video analytics systems
- Smart city infrastructures
- Traffic monitoring and analysis
- Public safety and crowd analytics
- Urban infrastructure monitoring
- Smart retail
- Customer behavior and footfall analysis
- Loss‑prevention and theft detection
- In‑store analytics using multiple video streams
- Industrial automation and Industry 4.0
- Optical inspection systems
- Defect detection and quality assurance
- Vision‑based automation on factory floors
- Robotics and machine vision
- Robot perception and navigation
- Object recognition and localization
- Real‑time sensor and vision processing
- Automotive edge AI
- Advanced Driver‑Assistance Systems (ADAS)
- Front‑facing and surround‑view perception
- In‑vehicle AI processing at the edge
- Edge AI gateways and embedded edge devices
- AI‑enabled industrial gateways
- Edge compute nodes aggregating sensor and video data
- AI acceleration for ARM‑ and x86‑based systems
Support
- TensorFlow, TensorFlow Lite, Keras, PyTorch, and ONNX AI frameworks
- X86 and ARM host architectures
- Linux and Windows OS support
- Comprehensive dataflow compiler enables customers to port neural network models easily and quickly
- Automotive compliance
- A-SPICE L2 development flow
- AEC-Q100 Grade 2 compliant
- ISO-26262 ASIL-B (D) compliant
Videos
Comprehensive Software Suite
The Hailo AI software suite, which seamlessly integrates with existing deep learning development frameworks, allows smooth and easy integration into existing development ecosystems. The Hailo AI software suite is future-proof, supporting all Hailo-8 product lines.
