Applications
Where Adente Vision lives, on real production lines, not in slide decks.
Six industries already deploy the unit, mostly through our integrator partners. Below is the practical scope, then the customer deployments running today.
Industry coverage
Automotive parts
Surface defect detection on castings, weld inspection on body components, and presence verification on assembly stations.
Engine blocks · brake discs · trim parts · weld seams
Electronics and PCB
Solder joint quality, missing component detection, and orientation checks on populated boards before reflow or final test.
SMT boards · connectors · cable assemblies
Food and beverage
Fill level, label placement, cap seal verification, and foreign-object detection on packaged consumer goods.
Bottles · jars · trays · sealed pouches
Pharmaceutical packaging
Blister pack completeness, label OCR, batch number verification, and tamper-evident seal inspection.
Blister packs · vials · cartons
Plastics and injection
Short-shot detection, flash inspection, dimensional checks, and color-uniformity verification post-mold.
Caps · housings · automotive trims · medical consumables
Metal stamping and machining
Burr detection, deformation analysis, surface scratch inspection, and dimensional gauging on stamped or machined parts.
Sheet metal panels · turned parts · fasteners
Customer deployments
Recognition, quality control and position detection, in production.
Each of these is a real deployment in production today, at automotive, packaging and glass manufacturers, recognising and classifying parts, rejecting defects, and locating a hole or feature to the millimetre. Customer names withheld on request.
Headlight recognition
Deployed on a flaming cell at a leading automotive manufacturer, the unit tells left from right headlight and signals the robot which program to run, running live on the line, with no manual changeover.
Automotive OEM · in production
Bumper identification
Running on an automotive assembly line, the unit recognises bumper variants as they reach the station, with a per-part confidence above 0.9 before the line acts on the result.
Automotive · on the line
Cap inspection
In production on a high-speed packaging conveyor, the unit rejects broken, unclosed and hinge-damaged caps live, at full line speed, without slowing throughput.
Packaging · in production
Geometry and position
On parts running through the line, the unit measures feature coordinates and dimensions in millimetres, the position of a hole or a protrusion, located to spec for quality control and process improvement.
Metrology · on the line
Glass positioning
On a robotic glass-handling line at a leading glass manufacturer, a custom unit pinpoints the exact position of transparent and coated glass, the hardest surface a vision system can be asked to locate, using Raman-shift analysis and laser-line optical detection to find the edge and face of near-invisible panels.
Glass manufacturer · R&D deployment
Proven results · cap inspection
The high-speed cap cell runs a detection model combined with classical computer vision, entirely on an on-device edge system.
- 99.65%
- F1-score
- 0.69%
- False-negative rate
- ~30 ms
- Per part
- ≤ 48 h
- Model training
Have a part class we haven't tried yet? We test it before quoting.