Optinen tarkastus ja vikojen havaitseminen tölkeille, lasipulloille ja PET-pulloille
- Parasta ennen -päivämäärän tarkastus ja validointi: luettavuuden ja logiikan validointi.
- Tunnusmerkintätesteihin liittyvät seikat: läsnäolo, suunta ja kunto.
- Rogue voi tunnistaa varkaat ja vieraat. Ainutlaatuinen markkinoilla.
- Tyhjät tai täytetyt juomat tölkeissä, lasipulloissa ja PET-muovipulloissa.
- Jopa 150 000 yksikön tuntinopeuksia.
- Automaattinen tuotenimikkeen vaihto, tarkastusohjelmaa ei tarvitse konfiguroida uudelleen tuotteiden välillä.
- Yhteensopiva vakiotuotantolinjojen kanssa.
- Kustannustehokas verrattuna vanhoihin ratkaisuihin.
- Pieni tarkastusasema vie alle neliömetrin verran tilaa.
Solutions
Validate best before/expiration and lot codes with advanced OCR.
Any format and number of characters. 150000+ units / hour.
Verify label presence, orientation and condition.
Verifies every filled can’s identity, catching mismatched drinks in preprinted cans. A unique solution in the market.
Fallen can & line jam detection
Detect fallen or broken cans and line jams.
Yield & Throughput statistics
Monitor OEE, count units, and identify the root causes of defects.
Case studies
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Eliminating Rogue Cans: High-Speed QA in Beverage ManufacturingA global beverage manufacturer spent 15 years trying to reliably intercept “rogue cans” on their high-speed filling lines. Discover how MarshallAI deployed a minimal latency edge vision system to inspect 2,500 cans per minute, preventing mismatched products and costly mechanical jams with near-perfect precision.
Beverage industry Quality assurance
Capabilities used
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Color Detection & Verification
Identifies and verifies color against a defined reference, catching mismatched product, print, packaging or paint color.
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Anomaly & Defect Detection
Flags trained deviations including damage, contamination, or irregularities that were not explicitly programmed in advance.
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OCR & Code Reading
Reads and verifies printed or embossed text, including best before dates, batch codes, and serial numbers, even on curved, metal or low contrast surfaces. 1D barcodes, and 2D codes such as DataMatrix and QR.
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Object Counting & Enumeration
Counts units, parts, or occurrences within a frame or across a production run.
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Real-Time Actuation & Control
Triggers a physical or digital response, such as a reject arm, gate, or PLC signal, automatically from a detection event. Human-in-the-loop control also possible.
