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Product · VisionAgent
Local Agent
For machine integrationFor machine integration, the agent comes with 16 camera interfaces, 31 light-source channels, 12 actuator outputs and 6-axis motor control—plug and play, with inference and training running entirely on the machine.
Technical specifications
Performance, software and hardware
Performance
- Inference speed
- 200+ fps · peak 250 fps @ 700 × 700
- Per-frame inference
- 4 ms @ 700 × 700
- Minimum detectable size
- 6 × 6 px
- Few-shot modeling
- 1–5 images · fine-tuned on site
- Training time
- < 0.5 hours for up to 100 images
Software
- Applications
- Defect detection
- Platform software
- VisionAgent 3.0
- Operator orchestration
- Zero-code drag-and-drop canvas
- Compute architecture
- Tensor-stream execution
- Operator library
- Camera · model · event detection · state machine · output · OCR
- Camera operators
- Area-scan camera · line-scan camera · HTTP camera · video stream · local image file
- Model operators
- Image preprocessing · semantic segmentation model
- Event detection operators
- OR · AND · NOT · count · size · color · angle · width · speed · timing · object present · object absent · binarization
- State machine operators
- Visual orchestration · sequenced standard operating flows
- Output operators
- Modbus · TCP/IP · RS232/RS485 serial · HTTP · MQTT
- Model foundation
- Vision inspection model
- Line integration
- MES / SCADA / PLC
- Operation
- Inference and training fully on premises
- Software updates
- Remote OTA · dedicated 4G link · never joins the plant network
Hardware
- Model
- LBZN-VA-4090-F
- Processor
- Xeon
- Motherboard
- ASRock
- Memory
- 2 × 16 GB · up to 64 GB optional
- Storage
- 1 TB NVMe SSD
- GPU
- 4090
- GPU memory
- 24 GB
- Inference platform
- NVIDIA · Huawei Ascend
- Network
- 2 × 10 GbE optical
- Built-in PLC interfaces
- 16 cameras · 31 lights (up to 70 W each) · 12 actuators · 6 motion axes
- Dimensions
- 37 × 18 × 27 cm
- Weight
- 7 kg
- Power consumption
- 600 W
- Power input
- AC 220 V · 50 Hz
- Cooling
- Air cooling
- Dust protection
- Quick-release dust filter
- Communication module
- Dedicated 4G link · never joins the plant network · used only for software updates
- Operating environment
- General industrial site
- Operating temperature
- 0–50 °C
- Operating humidity
- 10–90% RH · non-condensing
- Storage temperature
- −20–60 °C
Typical use
How it is usually used
1
The agent integrated inside the machine — driven directly by its built-in PLC
2
Inference and training on the machine itself — no external server