Annotation platform
Supports classification, object detection and semantic segmentation for AOI scenarios.
Product Technology
Visual Inspection Embodied AI Robot
A self-developed 3+1 software system closes the loop from data, computing power, model training and deployment to inference and alarms.
Classification, detection and segmentation
Data flow with model platform
PLC and robot communication
MCP protocol for agent analysis
Annotation
Model
Host software
Data platform
Core Platforms
Four platforms connect AOI inspection, training, inference and alarms
From annotation to training, from host inference to data analysis, the full stack is built around one quality loop.
Model platform
Supports fast model update, training, format conversion and remote deployment.
Host software
Supports pt, onnx, TensorRT and TorchScript inference modules plus PLC and robot protocols.
Data platform
Connects AOI equipment data, detects software abnormalities and supports agent analysis.
3+1 Architecture
Visual inspection closes the loop from data to inference on site
Model update, remote deployment, equipment integration and abnormal alarms work as one AOI system chain.
AOI annotation coverage
Unify annotation, training, deployment and inference in the same data chain.
Training and deployment
Lightweight workflows make validation, conversion and release faster.
Stable inference
Compatible with common model formats, PLCs and robot communication.
Active alarms
Connect equipment status, inspection data and alarms for traceable quality response.
Bring visual inspection into the intelligent quality loop
Talk to LinkedData experts and build a reliable AOI inspection capability for the shop floor.