Bread Packets Classification & Co

csdetb-icono

Customer

The Singapore top manufacturer and wholesale dealer of bread, buns, cakes and pastries.

Project Details

  • Duration: 2 weeks

Technologies:

  • Deep Learning
  • OpenCV
  • Python
  • flask
  • MongoDb
problem-img

Problem

  • No Data for How many Bread Packets were given to a shopkeeper and how many were taken back
  • What brands and sizes of Bread Packets are most likely consumable and which ones are not?
  • Unnecessary Idle times when the shopkeepers are busy to confirm/validate the counts.
  • Prone to Human Errors in Counting
solution-img

Solution

We have developed a custom classification model based on transformer architecture.

  • This model identifies bread packets and counts them.
  •  This model classifies Bread packets into predefined categories.

100%

Accuracy
10 distinct categories are classified along with variations in size.

Occupancy management and beyond with a virtual replica

Bread Packet

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