UNDETECTED DEFECTS, COSTLY MANUAL SORTING? THE CAMERA NEVER BLINKS — +33 6 10 82 82 27 |Machine emergency?
// camera quality control · defect detection · embedded AI

Eyes that never tire, on your line.

Camera quality control, defect detection, counting, robot guidance, industrial OCR, embedded vision AI : we develop, build and integrate your vision machines — from POC to an in-line machine.

// POC on your samples* — reply < 24h business hours — across France
~/inspection/line-3.defects
throughput87 parts / min
inspectionsurface + dimensional
defects detectedscratch · 0.2 mm
false rejects0.3% · falling
ejectionautomatic · traced
AI modelv12 · retrained
01 — Applications

Four families of vision, one team.

VIS-01 · QUALITY

Quality control & defects

Detection of scratches, cracks, inclusions, cosmetic or dimensional defects — in-line, at production speed. Classic or AI depending on the real need.

target detection rate99%+
VIS-02 · COUNTING

Counting & traceability

High-speed counting, OCR/code reading (batches, expiry dates, engravings), unit-level traceability. Data feeds straight into your MES or ERP.

OCR · codes · counting97%
VIS-03 · GUIDANCE

Robot guidance

Locating parts in bulk or on a conveyor, path correction, bin-picking. The camera tells the robot where to act.

localization → pick94%
VIS-04 · EMBEDDED AI

embedded vision AI

Models trained on your parts, run locally on the machine — no mandatory cloud. Retraining as production evolves.

edge AI · no cloud96%
02 — Method

From a POC on samples to the in-line machine.

1

Sample POC

You send good and bad parts. We prove detection in the workshop before any commitment.

costed detection demo
2

Design

Optics, lighting, inspection mechanics, throughput. Vision is 80% won on lighting — we know it.

machine file + quote
3

Manufacturing

Machine or inspection station assembled in the workshop: cameras, lighting, conveying, ejection, operator interface.

machine tested in the workshop
4

Line integration

Installation on your line, PLC/MES connection, operator training, start-up support.

machine in production
03 — Quality crisis

Customer complaint, a batch to sort? Emergency inspection.

Suspect batch, serious complaint, manual sorting blowing up your costs: we set up a temporary camera inspection station to make sorting reliable while the permanent solution is built.

// emergency sorting station
06 10 82 82 27
REPLY < 24H BUSINESS HOURS* — ACROSS FRANCE
Atelier Devs de France à Puget-sur-Argens
WORKSHOP · PUGET-SUR-ARGENS · FR
04 — Why us

Vision, plus the machine around it.

A vision system is only useful when integrated: conveying, ejection, PLC, interface. Our workshop builds the complete machine — not just the algorithm. Software and mechanics under one roof.

vision2D · 3D · hyperspectral as needed
AImodels trained on your parts · edge
integrationPLCs · MES · robots
machineconveying · ejection · operator interface
areaacross France
05 — First contact

Send photos of your parts.

Good parts, bad parts, throughput, environment. A vision engineer assesses feasibility and proposes a POC within 24 business hours.

+33 6 10 82 82 27 · contact@devsdefrance.com
Head office: 63 chemin de la Maure, 06800 Cagnes-sur-Mer — Workshop: 420 chemin du Jas de Pellicot, 83480 Puget-sur-Argens