Printing Inspection on Cosmetic Bottle

csdetb-icono

Customer

Lu Cosmetics a big Cosmetics Packaging company dealing in multi-variety productions.

Project Details

  • Duration: 2 Months

Technologies:

  • Machine Learning
  • OpenCV
  • FastAPI
  • MongoDB
problem-img

Problem

The printing appears flawless on empty bottles, but once the bottles are filled with fluid, bubbles & other, anomalies form under the print.

  • Need to QC again after the Filling of Fluid
  • Manual Process is prone to errors & hence customer dissatisfaction rates are high.
solution-img

Solution

Deployed a Computer Vision based system with Industrial cameras fitted on a Conveyor Belt.

  • We fitted Line Cameras and Area Cameras to capture the image correctly.
  • A Desktop system at the production line analyses the Bottle images in real-time and displays whether there is an anomaly or not.

99.5%

Accuracy

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.

April 30, 2026 - 5 minutes to read

How to Slash Container Yard Fuel Costs by 20%

Fuel is one of the largest recurring expenses in container yard operations, yet it is often treated as a fixed cost rather than a controllable variable. Most operators focus on throughput, turnaround time, and capacity utilization, but overlook how daily inefficiencies quietly inflate fuel consumption. The truth is straightforward: fuel costs are rarely high because […]

Read More

Ruchir Kakkad

CEO & Co-founder

April 30, 2026 - 5 minutes to read

Mastering Turnaround Time (TAT)

How to Speed Up Yard Operations In any container yard, time behaves like currency. Every minute a truck waits at the gate, every container that sits idle without clear movement, quietly adds to operational cost. Yet, many yards continue to function with fragmented visibility, delayed coordination, and reactive decision-making. The result is predictable: longer turnaround […]

Read More

Ruchir Kakkad

CEO & Co-founder

April 21, 2026 - 7 minutes to read

Bulletproof Gate Automation – AI Damage & Seal Detection Explained

6:10 AM. The first truck entered the yard. The driver is in a hurry. The queue behind him is already being built. At the gate, a few seconds decide everything. A number is read. A seal is “assumed” to be intact. A quick look confirms “no visible damage.” The barrier lifts. Everything seems normal. Until […]

Read More

Ruchir Kakkad

CEO & Co-founder

Whatsapp Img