Vision Inspection

Complex inline vision inspection simplified through ai.

1-Billion defect data accumulated

3000+ Production lines Proven

Cross-Platform Compatible

  • OSX

  • *Nix

  • Windows

No-code Inspection Modules

  • Visual logic interface for AI and traditional rule based design.

Industrial foundation models

  • Pre-processed visual models on industry materials & features to shorten model training cycle.

Open hardware & data compatibility

  • Wide camera & sensor support

  • Wide chipset acceleration support

  • Image & Sensor data type support

Key Features Takeaway
Turn-key Deep Learning Modules

Segmentation

Easily differentiate between background and foreground features with a few logic settings and library of "no code" pre-built functioning modules

Classification

Foundation and transfer learning models easily classifieds defects and helps address training with low defect sample quantities. Label training images converges to class types.

Detection

Defect and object detection locates accurately where the focus of the segmentation will happen to extract the feature for classification to organize the features quality.

New Energy: Lithium Battery Manufacturing Process Inspection
Product use-cases

Prismatic Cell

  • Surface contaminants

  • Surface defects (bubbles, bumps, folds, breakage, scratches

  • Envelope warpage

Punch Battery

  • Surface Inspection

  • Scratches

  • Indentation

  • Tape defects

  • Pole defects

Cylinder Battery

  • R-angle crush

  • Scratches

  • Shell crush & Deformation

  • pits, wear, knock

Semiconductor: Manufacturing Process Inspections

LED Detection

  • Abnormal Glue Surface

  • bubbles, bumps, folds, breakage, scratches

  • Pins: missing, breakage

Wafer Inspection

  • Weld protrusion

  • Edge collapse, line defect

  • Pad: Defect, scratch

  • Contamination, Residue

Capacitator

  • Electrode Defects

  • OC Defects

  • Indication Defects

  • Film Defects

3C Electronics: Inline Manufacturing Process Inspections
white smartphone on brown wooden table
white smartphone on brown wooden table

Stamping

  • Gold.dot overflow, missing, damaged

  • Scratch, dirt, blackspot,

  • Deformation, dent

MacBook Pro
MacBook Pro

Enclosure Housing

  • Grinding, depressions,

  • whitespot, bright mark

  • Depression, Line marks

space gray Apple Watch with black Sports Band
space gray Apple Watch with black Sports Band

Watch Band

  • heterochromatic spot

  • Adhesive defects

  • Contamination, particle

  • Spots and marks