Production Line Visualisation

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Customer

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

Project Details

  • Duration: 3 Months

Technologies:

  • OCR
  • Machine Learning
  • Python
  • PyQt
  • MongoDb
  • Kafka
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Problem

The company lacks an automated system to accurately count manufactured products, causing inefficiencies, errors, and limited visibility into production metrics.

This hinders productivity, waste reduction, and process optimization.

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Solution

Deployed a Computer Vision System with Industrial cameras fitted on Top of Each Line.

  • AI Model counts products in real time.
  • The Data is transmitted to the Web Platform continuously.
  • The System is also able to configure multiple Production lines by managing the Cameras, Shift, and Products data Dynamically.

15%

Production Efficiency

25%

Wastage

Key Features

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Real-Time Monitoring

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Auto-Training Pipeline of New Productions

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Live Comparision: Actual Production vs Planned Production

Occupancy management and beyond with a virtual replica

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