中芸汇科技
Edge AI Deployment Service

Edge AI Deployment Service

Deploy lightweight AI models on industrial computers, cameras, and smart hardware. Enable on-site visual inspection, equipment early warning, and local AI inference at the edge, running AI capabilities without internet connectivity.

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Edge AI Deployment Service
Edge AI Deployment Service

Solution Overview

Not all AI requires large cloud models. In scenarios such as production line quality inspection, equipment early warning, and security monitoring, edge AI inference is more real-time, reliable, and secure—no internet needed, millisecond-level response, data stays on the device.

Features

  • Deploy lightweight AI models on industrial computers, cameras, and smart hardware
  • On-site visual inspection, equipment early warning, and local AI inference implementation
  • Model compression and quantization (INT8/INT4) optimized for edge computing power
  • Multi-hardware platform support (NVIDIA Jetson / Rockchip / Huawei Ascend)
  • Offline operation, no internet required
  • OTA remote model and configuration updates
  • Application Scenarios

  • Production line inspection: Industrial cameras + edge AI, real-time product defect detection at 200 items/min
  • Security monitoring: Smart cameras with local AI identify dangerous behaviors and issue instant alerts
  • Equipment early warning: Industrial computers + sensors + AI, predict equipment failures 7 days in advance
  • Smart access control: Local facial recognition inference, no cloud upload, ensuring privacy and security
  • Agricultural IoT: Field cameras + AI identify pests and diseases, operating offline