01
Capture
Industrial cameras and controlled lighting capture the moving fabric across the inspection width.
AI FABRIC INSPECTION ATTACHMENT · PRODUCT C
AI Fabric Inspection Attachment for existing manual inspection machine or stenter machine
A retrofit AI vision system for factories that want to automate fabric inspection without replacing an existing manual inspection or stenter machine. It adds multi-camera inspection, defect tagging and digital quality records to the equipment already on the floor.
Request a DemoTHE RETROFIT ROUTE
Turn existing inspection equipment
into a digital quality station.
Manual inspection is dependent on concentration and individual experience. When defects are missed, the factory loses the opportunity to intervene before shipment and has little quality data to learn from.
This attachment adds an AI vision layer to an existing inspection or stenter machine. It captures the fabric, identifies and tags defects, records their location and gives operators a clear inspection record for review, confirmation and reporting.
HOW IT WORKS
02
Recognise and tag
The AI model evaluates images, flags defect conditions and records their position for operator confirmation.
03
Record and improve
The inspection record can support defect maps, reporting and continuous model improvement as new labelled samples are introduced.
WHAT THE ATTACHMENT ADDS
01
AI inspection at line speed
Multi-camera vision checks moving fabric at speeds of up to 60 metres per minute.
02
Defect location and tagging
Detected events can be tagged and located to support operator review, manual re-inspection and optional marking or labelling.
03
Digital quality records
Defect maps, inspection reports and cloud-based management create an auditable quality context beyond a manual check.
04
Upgrade rather than replace
The modular attachment is intended for integration with an existing manual inspection or stenter machine.
05
Learning and updates
Machine-learning workflows and over-the-air updates support improvement of defect recognition over time.
06
Factory-system connection
Open API capability supports connections to ERP or MES systems.
60 m/min
maximum inspection speed
≥85%
overall defect-detection accuracy
0.1 mm
smallest detectable defect
≤3%
missed-detection rate
WHERE IT FITS
Built for the equipment
you already own.
The attachment is positioned for woven, knitted, home-textile and denim fabrics, where a factory wants a more consistent inspection process without investing in a replacement inspection line.
Project configuration should cover fabric width, machine route, camera layout, lighting, required defect types, workflow for operator confirmation and whether a marking, labelling or system-integration option is required.
SEE THE ATTACHMENT
HawkSense inspection in context.
HUANSI GLOBAL
Assess the inspection route
that fits your factory.
Share your fabric, machine and quality-control context. Huansi can review the appropriate installation and configuration with you.