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Edge AI Vision Terminal / JIVISION Case

Edge AI Vision Terminal DeploymentApplication Case Study

An edge AI deployment case for production lines, equipment and onsite inspection, covering camera input, model inference, alarm output and platform integration.

Edge InferenceDevice InteractionPlatform Integration
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ScenarioEdge AI Vision Terminal
MethodEdge Inference
OutputDevice Interaction
ReviewAcceptance-based
JIVISIONEdge AI Vision Terminal DeploymentEdge AI Vision Terminal / JIVISION
Project Challenge

Scenario background and key pain points

  • Unstable onsite networks make full cloud processing of video and images unsuitable.
  • Inspection, alarm and machine interaction require low-latency response.
  • Vision capability needs to be added to existing equipment without large-scale retrofitting.
Technical Approach

JIVISION technical approach

  • Use an edge AI box or embedded host for camera capture and local inference.
  • Perform model conversion, quantization, I/O adaptation and stress testing.
  • Connect equipment and platforms through IO, serial, HTTP, MQTT or private protocols.
Operating data and final acceptance indicators are confirmed through customer samples, onsite tests and agreed acceptance criteria.
Deliverables

Deliverable scope for project communication

ItemDescription
Edge inference applicationIncluded in the project delivery package and adjusted according to the final implementation scope.
Device interface adaptationIncluded in the project delivery package and adjusted according to the final implementation scope.
Model deployment documentsIncluded in the project delivery package and adjusted according to the final implementation scope.
Local operation configurationIncluded in the project delivery package and adjusted according to the final implementation scope.
Implementation Path

From sample validation to onsite delivery

The implementation path is adjusted according to sample quality, onsite constraints and acceptance requirements.

01Sample Review
02Imaging Plan
03PoC Test
04System Integration
05Onsite Acceptance
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Project Inquiry

Send a vision project brief and get an initial technical assessment

Please include the inspection target, sample status, speed and accuracy requirements, onsite environment and expected delivery format.