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Solution Building Case Study

Biscuit Quality Check

Problem Statement:  Detect when the gauge of a biscuit varies by 0.1 mm, while its moving at a speed of 2000 biscuits per minute. Set the parameters of the packing machine to accommodate the live gauge.​

​Solution highlights:

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  • A holistic hardware-software system, deeply designed to work within the constraints of the plant environment

  • Industry-grade Cameras GigE / 5GigE interface

  • An unique ensemble of AI algorithms that can detect, segment and estimate the biscuit gauge, stack counts and other useful parameters.

  • Optimized compute architecture for real-time control.

​Tech Stack used:

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Scene Background subtraction, Object Tracking, Semantic Segmentation, Motion Deblur, Homography, On-Prem Computing, Tensorflow, Deep Stream, Modbus, Real-time Inference and Control.

biscuit-quality-check-img1.png

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