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As AI technology becomes more widespread, the amount of data increases, and the importance of real-time processing grows. Edge AI is attracting attention. The advantage of edge AI is that it can process AI directly on the device, reducing dependency on the cloud and reducing latency and privacy risks.
Hailo's AI accelerator, Hailo-8™, has high computing power, is compact and consumes low power, enabling high-quality solutions.
Here we introduce one of the case studies that utilize Hailo-8™. If you would like to see other case studies, please apply for the document download to receive them free of charge. If you are interested, please apply for the document download.
WiseSight Technologies Case Study: Automating Parking Violation Monitoring with AI
WiseSight Technologies Solution Features
- Highly accurate identification of in-stock vehicle information in real time
- Capable of operating in a wide range of visual conditions that was difficult to achieve with existing solutions
- Flexibility to accommodate a variety of license plate formats/character sets
WiseSight Technologies was investigating an automated monitoring solution that could operate stably in harsh environments while keeping costs down, and they considered and adopted the Hailo-8™ AI accelerator.
Why Hailo-8™?
1) Cost reduction: Achieving the same processing power as a GPU at a lower cost (successfully reducing costs by approximately 75%)
②Low power consumption: Approximately 1/8 the power consumption of a GPU, ensuring stable operation even under harsh environmental conditions
3) Seamless integration: Comprehensive documentation and tools allow you to build a system in a short time.
By adopting Hailo-8™, the company was able to resolve the issues of cost and visual conditions by reducing the manpower required for identifying and monitoring illegal parking, and also enabled real-time vehicle recognition and efficient violation detection. In addition, the low cost, low power consumption, and rapid integration have enabled efficient and highly accurate parking violation monitoring.
Comment from WiseSight Technologies
Before we started evaluating Hailo-8™, we had doubts about whether it would deliver the performance we expected, but once we started evaluating it, there was no turning back: Hailo-8™ exceeded our expectations in all measured parameters, and performed well even with complex NN models and in real-world conditions.
Hailo's Edge AI Demo Application: Flexible Model Support and Industrial Applications
Hailo's edge AI demo application (Tapass™) supports various AI models such as Object Detection, Depth Estimation, and Segmentation, and has an end-to-end mechanism that uses publicly available pre-trained models. This application is built on Gstreamer. This flexibility allows it to be used for a variety of use cases, such as traffic monitoring in smart cities and anomaly detection in factories.
Document download
Hailo's technology is expected to be applied in a variety of fields, including smart cities, industrial automation, medical care, and security.
If you are interested in other case studies other than those introduced in this article, please apply for the document download below. Other case studies with more details are described. Please take this opportunity to see the possibilities that Hailo's edge AI solution can bring.
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