Industrial Edge AI Accelerator Card

Many existing industrial edge gateways, industrial PCs and embedded hosts have limited native computing power. When running complex vision algorithms such as defect inspection and object recognition, they suffer from slow inference speed and high latency, which cannot meet real-time industrial monitoring requirements. The Industrial Edge AI Accelerator Card is developed to solve this bottleneck. As a dedicated hardware acceleration module, it offloads AI inference tasks from the main processor, greatly boosting algorithm running speed and cutting analysis latency. With plug-and-play design and broad compatibility, it can be easily installed into existing edge hardware without major hardware modification. It helps users upgrade the AI capability of current equipment at low cost, realizing real-time industrial visual inspection and intelligent analysis.

This AI accelerator card supports flexible configuration for different edge computing hosts. Hardware supports standard interface installation and can be matched with various industrial edge devices. Software supports mainstream AI framework model deployment, model quantization and inference optimization. We can tune acceleration performance for target detection, classification and defect inspection algorithms according to project demands. It supports hot swap and simple driver configuration. Custom firmware and adaptation services are available for special industrial hosts and proprietary edge systems.