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How to implement a bolt and screw inspection system?

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I want to implement a Bolt and Screw inspection system using a camera. For example finding screws withouts enough grooves or without a head.

I'm familiar with image processing algorithms but I don't have a global overview about the approach. 

From where should I start?

This is my plan:

1. Find screws by Object Detection

2. Find head and count the grooves on the bolt.

 

Thanks


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