We're exhibiting at EMBEDDED VISION SUMMIT 2025 | MAY 20-22 May, 2025 | Santa Clara, California, USA. Schedule meeting now!

Inkjet Print Verification on Bottle

csdetb-icono

Customer

A big Cosmetics Manufacturing and Packaging company dealing in multi-variety productions

Project Details

  • Duration: 3 Months+

Technologies:

  • OCR
  •  Machine Learning
  • PyTorch
  • NLP
  • Python
  • PyQt
  • PostgreSQL
problem-img

Problem

In one of the processes, a unique number is printed under the bottle using an inkjet printer.

  • Each print is manually verified at the end of the line.
  • The print is sometimes printed incorrectly (Half Printed, Not Printed)
solution-img

Solution

Deployed a Computer Vision based system with Industrial cameras fitted in a way that captures the bottom view.

  • The Camera captures the photo on the trigger of the sensor. The photo is sent to the processor.
  • The system performs OCR and provides results.
  • The System also cross-verifies the correct sequence by comparing the OCR result with the serial number received from the printer.

100%

Accuracy in false print detection

<1 Sec

time between OCR & real-time alerts

Insights on innovation

Stay updated with the trending and most impactful tech insights. Check out the expert analyses, real-world applications, and forward-thinking ideas that shape the future of AI Computer Vision and innovation.

June 9, 2025 - 18 minutes to read

2025 ANPR Guide – How License Plate Recognition Is Revolutionizing Modern Operations

Automatic Number Plate Recognition (ANPR) has rapidly evolved from a regular law enforcement tool into a global smart city technology. From managing parking lots in busy downtowns to securing national borders, ANPR systems play an important role in modern infrastructure. Municipal planners, parking tech providers, logistics companies, port managers, and law enforcement professionals all rely […]

Transportation
Read More

Ruchir Kakkad

CEO & Co-founder

June 6, 2025 - 12 minutes to read

How AI and Computer Vision Are Revolutionizing Quality Control in Manufacturing

Artificial Intelligence (AI) and Computer Vision consist of algorithms, cameras, and computing hardware that allow machines to interpret visual information. In manufacturing, these technologies replace or augment human inspection by capturing images or video of products, then analyzing them with deep learning models to detect defects, measure dimensions, or verify assembly. Unlike simple image filters, […]

Manufacturing
Read More

Ruchir Kakkad

CEO & Co-founder

June 2, 2025 - 14 minutes to read

AI-Powered Construction Site Safety Monitoring and Compliance

Construction sites are hazardous environments by default, with heavy machinery, heights, and constant motion creating daily risks for workers. In fact, falls alone account for roughly 35% of all construction fatalities, and overall construction workers face significantly higher injury odds than other industries. Ensuring job site safety and compliance is not just a moral imperative, […]

Government Heavy Equipment Manufacturing
Read More

Ruchir Kakkad

CEO & Co-founder