Convolutional Neural Network Visualization by Otavio Good

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  1. Israel Vicars
  2. cnn
  3. convolutional neural networks
  4. neural networks
  5. deep learning
  6. visualization
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00:00 ~ 00:57 2D convolving with two 2D filters
00:57 ~ 01:01 Applying the activation function(ReLU)
01:01 ~ 01:05 Pooling


The 1st layer done


01:06 ~ 01:26 2D convolving with two 3D filters
01:26 ~ 01:28 Applying the activation function ...again
01:28 ~ 01:31 Pooling


The 2nd layer done


01:31 ~ Softmax-with-loss layer done


Thank you for your visualization! It helped me a lot for understanding the structure of CNNs.

syool
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I really appreciate being able to see it animated this way

CrimsonTuber
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I have a question, how do CNN's "learn"? Do they use backprop to to change the filters in the convolutional layers and also to update weights in the dense layers or how do they learn images?

marco-nzg
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Awesome, this cleared all my doubts. Thank you :D

TheVivek
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DAMN this just cleared my hours of doubts. THANK YOU SO MUCH

aryansethi
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Hi there! Amazing visuals. Can I use this in a small school presentation?

hamzaaitbourhim
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This is very cool, but i would need someone to voice over on what is going on

losokos
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ottima rappresentazione grafica del concetto di Convolutional Neural Network

angelomiccinilli
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Very good visualization! But I've got a doubt. Is there practically any difference between the red and green colors? I mean, for example, does the network contain negative values in red areas and positive values in the green area?

thislet
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Cool video, and playback speed needs to be at least twice as fast.

allennelson
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I don't understand what's happening

WaldoTheWombat