01 / Recognition1
AI Defect Detection and Classification
Learn visual differences between OK and NG samples for defect inspection, presence checks and product classification.
AI / Presence / Classification
SMART VISION IN ONE DEVICE
AI Smart Cameras for Industrial Vision Inspection
An AI smart camera combines industrial image acquisition, image processing and AI-based inspection in a compact vision device.
AI-assisted inspection can learn differences between OK and NG samples, helping simplify presence inspection, defect detection and classification. It can also combine AI learning with conventional vision tools for automated production.
VISION CAPABILITIES
One Smart Camera. Multiple Inspection Tasks.
Combine AI learning with traditional machine vision tools for industrial inspection.
02 / Identification2
OCR, OCV and Code Reading
Read and verify characters, dates, printed information, barcodes and machine-readable codes.
OCR / OCV / Barcode
03 / Geometry3
Measurement, Position and Counting
Measure geometric features, locate objects, verify alignment, count targets and inspect color differences.
Measure / Locate / Count
SIMPLIFIED AI SETUP
From Samples to Inspection in a Few Steps
The guided workflow learns relevant differences from sample images and generates detection parameters for production inspection.
01 / Define ROI
Select the area to inspect.
02 / Register OK and NG Samples
Provide acceptable and defective sample images.
03 / Learn and Inspect
AI extracts relevant visual features, generates detection parameters and applies them to production.
APPLICATIONS
AI Smart Camera Applications
Apply smart vision to inspection, identification, measurement and process verification on automated production lines.
Electronic Components
Presence, position, solder joint and component inspection.
Packaging and Labels
Check label presence, position, completeness and printed information.
OCR and Date Codes
Read and verify characters, lot numbers and production dates.
Counting and Classification
Count products, detect missing components and identify product types.
AI SMART CAMERA SERIES
Choose the Right Smart Camera
Select a camera based on installation space, lens requirements, field of view and lighting.
V3 Pro AI Smart Camera
Integrated smart camera combining image acquisition, AI inspection, lighting and industrial communication.
CV3 Pro AI Smart Camera
Flexible platform for applications requiring different lenses, fields of view and external lighting.
Industrial Communication
Connect through Gigabit Ethernet, RS232, MODBUS and digital I/O.
Application Support
Discuss the workpiece, field of view, working distance and inspection target with our team.
APPLICATION SUPPORT
Tell Us What You Need to Inspect
Send product images, inspection requirements, production speed and available installation space. We can help evaluate a suitable smart camera configuration.
sales@muxentech.com
Send application details and sample images.
Phone / WeChat
+86 15750717395
Monday to Friday, 9:00-18:00 China Standard Time.
Next step
Discuss Your Application
Use the Contact Us page for a structured inquiry.
Product range
V3 Pro / CV3 Pro
Select based on lens, field of view, working distance and lighting.
FAQ
AI Smart Camera FAQs
Answers about inspection functions, setup and industrial integration.
Need application advice? Contact Muxen with your samples and inspection requirements.