From one step to a whole line
Deployed across appliances, furniture and automotive — covering every step from incoming inspection to packaging
Automotive smart-manufacturing vision planning
AI vision inspection for vehicle and parts manufacturing, organized into 8 scenarios by component type — appearance inspection, image retention and mis-/missing-assembly prevention for interiors, cockpit, engine, wiring harness and other key areas.
Vision inspection layout for key vehicle components
// HOVER TO INSPECT · hover a markerThree core vision capabilities
One AI vision system, three core capabilities combined to suit each component — from small interior parts to large whole units.
Appearance Inspection
Image retention
Wrong/missing-part prevention
Refrigerator AI smart-line planning
End-to-end AI vision and automation for refrigerator lines, covering 22 process nodes across four stages — part inspection, sub-assembly, finished-unit QC and packaging — running stably at scale on several industry-leading lines.
Refrigerator smart line · 3D panorama
// PRODUCTION LINE OVERVIEW
Four-stage line process layout
From incoming inspection to scan-in storage, AI runs through the whole refrigerator process
- VIP inspection
- Cabinet dimension measurement
- Door dimension measurement
- Foot error-proofing
- Interior part error-proofing
- Power cord error-proofing
- Energy label
- Nameplate labeling
- Logo labeling
- Back panel screw fastening
- Top error-proofing
- Door assembly dimension inspection
- Side appearance inspection
- Rear appearance inspection
- Energy label error-proofing fixture
- Four-code-in-one
- Carton error-proofing
- Carton labeling
- Carton error-proofing
- Strapping inspection
- Scan-in storage
- Traceability data uploaded to MES
Air-conditioner AI smart-line planning
End-to-end AI vision and automation for air-conditioner lines, covering 23 process nodes across four stages — part inspection, unit assembly, finished-unit QC and packaging.
Air-conditioner smart line · 3D panorama
// PRODUCTION LINE OVERVIEW
Four-stage line process layout
From incoming inspection to scan-in storage, AI runs through the whole air-conditioner process
- In-line barcode printing
- Motor screw inspection
- Bracket screw inspection
- Wire sequence inspection
- Safety-test behavior recognition
- Automatic leak detection
- Screw inspection
- Whole-unit appearance
- Rear inspection
- Four-code-in-one
- Accessory inspection
- Accessory behavior recognition
- Evaporator cap error-proofing
- Fan wheel clearance inspection
- Scroll housing AI inspection
- Commercial indoor unit error-proofing
- Nameplate marking
- Residential indoor unit appearance
- Four-code-in-one
- Strapping inspection
- Carton error-proofing
- Carton labeling
- Scan-in storage
Washer/dryer AI smart-line planning
End-to-end AI vision and automation for washing machine and washer-dryer lines, covering 30 process nodes across four stages — part inspection, unit assembly, finished-unit QC and packaging.
Washer/dryer smart line · 3D panorama
// PRODUCTION LINE OVERVIEW
Four-stage line process layout
From incoming inspection to scan-in storage, AI runs through the whole washer/dryer process
- Cabinet model recognition
- Frame dimension inspection
- Plated surface appearance inspection
- Dimension measurement
- Appearance Inspection
- Image retention
- Cabinet line loading
- In-line barcode printing
- Barcode error-proofing fixture
- Pump screw inspection
- Power cord error-proofing fixture
- Inner drum binding
- Door pressing
- Safety-test behavior recognition
- Back panel labeling
- Back panel locking
- Energy label fixture
- Auto labeling
- Accessory behavior recognition
- Manual error-proofing fixture
- Back panel inspection
- Four-code-in-one
- Whole-unit appearance inspection
- Image retention
- Bottom accessory inspection
- Carton error-proofing
- Carton coding
- Carton labeling
- Strapping inspection
- Scan-in storage
Water-heater AI smart-line planning
End-to-end AI vision and automation for electric water-heater lines, covering 15 process nodes across four stages — part inspection, unit assembly, finished-unit QC and packaging.
Water-heater smart line · 3D panorama
// PRODUCTION LINE OVERVIEW
Four-stage line process layout
From incoming inspection to scan-in storage, AI runs through the whole water-heater process
- Panel Inspection
- Screen-print quality inspection
- Heating element nut inspection
- In-line barcode printing
- Energy label fixture
- Electrical compartment imaging
- Inlet/outlet pipe inspection
- Anti-electric wall cover inspection
- Mounting bracket inspection
- Four-code-in-one
- Accessory inspection
- Carton error-proofing
- Auto labeling
- Strapping inspection
- Scan-in storage
Range-hood AI smart-line planning
End-to-end AI vision and automation for range-hood lines, covering 13 process nodes across four stages — part inspection, unit assembly, finished-unit QC and packaging.
Range-hood smart line · 3D panorama
// PRODUCTION LINE OVERVIEW
Four-stage line process layout
From incoming inspection to scan-in storage, AI runs through the whole range-hood process
- Stamped sheet-metal inspection
- Hood canopy dimension inspection
- Panel inspection
- In-line barcode printing
- Energy label error-proofing fixture
- Screw inspection
- Four-code-in-one
- Electrical test behavior recognition
- Manual presence inspection
- Accessory scanning fixture
- Accessory inspection
- Carton labeling
- Scan-in storage
