How get data for all layers (activations CNN)
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Piotr Wozniak on 25 Nov 2020
Answered: Raunak Gupta on 5 Dec 2020
I would like to ask if it is possible to download all image features for all layers. One layer must now be specified and the previous ones are not returned. It depends on a result similar to vl_simplenn where you can then download data from res1.
res1 = vl_simplenn(net, image) ;
feat1 = res1(13).x;
feat1 = activations(net,image,layout);
Raunak Gupta on 5 Dec 2020
The activations function is general purpose to get the features from any specific layer. Since returning output from all layers into a single variable can be huge sometimes on the memory, it is better to return particular layer output.
If you want to store all layers output, you may create a structure and in that can add the outputs of every layer by looping over all the layers.
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