Retina A.I. Vision for Industrial Quality Inspection

Industrial surface defect detected and localized by Retina A.I. Vision

Retina A.I. Vision & Robotics is 3HLE software for automated visual inspection and vision-guided robot applications. Production teams can create, deploy and maintain inspection recipes without writing code, while images and results remain inside the factory.

What manufacturers can automate

  • Surface and cosmetic defect inspection on metal, glass, plastic and packaging
  • Presence, position, assembly and dimensional quality checks
  • Industrial character and code reading on difficult surfaces
  • Part localisation and robot guidance for flexible handling

3HLE supplies the complete industrial solution when required: feasibility study, imaging setup, computing hardware, integration, validation and production support.

Industrial A.I. vision, deployed on your production line

Retina A.I. Vision learns natural product variation, finds defects conventional rules miss and runs directly on industrial hardware. Production images remain on your machine or factory network.

Source imageIndustrial filter surface before automated inspection
Retina resultSurface defect detected and localized by Retina A.I. Vision

A subtle surface defect is detected and localized for an immediate production decision.

Difficult defects, clear production decisions

Train in minutes

Start with a small, representative image set.

Process locally

Keep production images on the machine or factory network.

Deploy with 3HLE

Use one accountable partner from feasibility to production.

One vision platform for four inspection jobs

Surface and defect detection

Scratches, cracks, contamination, sealing and cosmetic anomalies.

Presence, position and localization

Missing, misplaced or overlapping components.

Classification and sorting

Product variants and defect classes.

OCR, markings and traceability

Difficult characters, codes and direct-part markings.

From examples to an automatic decision

01

Collect

Capture representative OK and NOK images.

02

Train

Label examples and build the inspection model.

03

Inspect

Return OK/NOK, position, class or text results.

Software or a complete inspection solution

Retina A.I. Vision can be integrated into an existing line or delivered as a complete, commissioned inspection station.

  • Retina A.I. Vision software
  • Application-specific camera, optics and lighting
  • Local industrial PC
  • Commissioning, operator training and support

Standalone or inside V.R.A.I. Eyebot-IQ

Retina makes the visual decision. V.R.A.I. adds robot motion, the digital twin, process flow and quality traceability.

Discover V.R.A.I. Eyebot-IQ

Published reference benchmark5 min training | 20 images | about 35 ms per 1.3 MP imageReference measurement from the 2023 flyer. Performance depends on the task, resolution and industrial PC.

Download the 2026 Retina A.I. Vision flyer

Choose the product brief in English, French or German.

Send us sample images for a feasibility assessment

Bring us the part, the defect and the cycle-time target. We will define the right optical setup and inspection approach.

Discuss your inspection

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