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Machine Learning Algorithm for CAD Programs

10/28/2019 4:26 AM

In various 3d Modeling Software like Catia, Solidworks etc have no capability to identify Geometry Part and assembly classification and detection, calculate key characteristics of model size volume, etc .how AI and Machine Learning, deep learning Algorithm help to develop this feature In 3d Modeling software.

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Guru
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#1

Re: Machine Learning Algorithm for CAD Programs

10/28/2019 10:51 AM

?

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#2

Re: Machine Learning Algorithm for CAD Programs

10/28/2019 1:28 PM

You need a scanning device to scan the object defining the parameters...this requires separate hardware and software, no need for AI...

https://www.globalspec.com/learnmore/manufacturing_process_equipment/inspection_tools_instruments/dimensional_scanners

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#3

Re: Machine Learning Algorithm for CAD Programs

10/28/2019 5:03 PM

Is there any 3d modeling software use AI .can we create model from jpg or PNG format file

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#4
In reply to #3

Re: Machine Learning Algorithm for CAD Programs

10/28/2019 6:32 PM

Threedy.ai claims they can...

...but the product seems to still be in development....maybe in a few more years....

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Guru
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#5
In reply to #3

Re: Machine Learning Algorithm for CAD Programs

10/28/2019 10:57 PM

Study photogrammetry. There's info about it all over the web. But beware, most of it is used for organic modeling, not precise solid modeling and converting between the two can be a huge exercise in frustration.

And photogrammetry is nowhere near AI yet, though. It requires a thorough knowledge of the software and photo acquisition techniques.

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#6

Re: Machine Learning Algorithm for CAD Programs

10/29/2019 5:16 AM

We use Inventor which is one of the low end CAD systems, similar to Solidworks. That automatically calculates mass, volume & other properties for every part or assembly.

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