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A simple code for visualizing feature maps in deep neural network. :)

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feature_maps_visualization

A simple code for visualizing feature maps in deep neural network. :)

Backbone: VGG19

Framework: Tensorflow

- Input image -

→ 2th layer

2th_layer

→ 5th layer

5th_layer

→ 9th layer

9th_layer

→ 13th layer

13th_layer

→ 17th layer

17th_layer

We can observe that the features / context become more and more incomprehensible in the deeper layers.

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A simple code for visualizing feature maps in deep neural network. :)

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