October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Layers in the VGG network
There are 16 layers in the VGG network, explained as follows:
The pre-trained VGG TensorFlow model link can be found here: https://www.cs.toronto.edu/~frossard/vgg16/vgg16_weights.npz.
We can visualize and build the image with the information captured by the style feature outputs on each layer. We can find texturized images in terms of localized structure and colors. As you can see in the previous image, the complexity and visualization of the localized image structure increases along the hierarchy, while it loses pixel clarity.
Neural style transfer shows that style and content in CNN can be separated, allowing us ...
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