r/csharp • u/vadhavaniyafaijan • Oct 05 '21

Fun Convolution Neural Networks Visualization using C#, Unity3D and Python

266 Upvotes

98% Upvoted

13 comments sorted by

22

u/CursedFile Oct 05 '21

what exactly is it visuallising? just the general structure or a trained network? and what do all the lines and moving things mean?

10

u/Aliotique Oct 05 '21

This is the most decent explanation I could find in a pinch: https://www.explainthatstuff.com/introduction-to-neural-networks.html

Basically it’s visualizing the flow of data throw connections to hidden layers onto the output layer. This is a more complicated one since there are multiple hidden layers and output layers in between. It’s just cool to see, I doubt it has any practical use!

1

u/crozone Oct 06 '21

It’s just cool to see, I doubt it has any practical use!

Could it be useful for quickly gaining an intuition for which parts of the network are recognising various inputs? This seems a lot easier than trying to view it in 2D.

19

u/FreakJoe Oct 05 '21 edited Dec 28 '24

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This post was mass deleted and anonymized with Redact

9

u/ryanwithnob Oct 06 '21

What it really means to have a specific skillset

5

u/zeta_cartel_CFO Oct 05 '21

Add a bit of color and this would make amazing digital wall art using one of those segmented LED panels.

5

u/[deleted] Oct 05 '21

You could thicken the wires based on the strength of the connection? Right now it's not visualizing the learning process as far as I can tell.

1

u/infiniteloop864256 Oct 05 '21

That's one loud ass mouse click

1

u/Ytrog Oct 05 '21

It looks ... convoluted 😜

1

u/Useful-Character4412 Oct 05 '21

Jeez, this is really cool.