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Commit 2b8bc083 authored by Felix Matthias Krumm's avatar Felix Matthias Krumm
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Merge branch '78-cnn-add-missing-references' into 'main'

Resolve "CNN add missing references"

Closes #78

See merge request !85
parents e926ceb1 06ba5496
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1 merge request!85Resolve "CNN add missing references"
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......@@ -83,3 +83,7 @@ which further explains some of the special mechanics used in CNNs. It also touch
If you now actually want to play with this machine learning model check out the jupyter notebook for Convolutional Neural Networks. There we try our luck by guessing what is pictured on 32*32 images. Spoiler: with the limited hardware of a PI we wont have that much luck. But you can try to improve it by changing the network parameters yourself.
Also there is a really good visual representation of a [CNN guessing handwritten digits](https://www.cs.cmu.edu/~aharley/vis/conv/flat.html) by Adam Harley, if you are more the visual type.
## Reference
{{#include ../../References.md:CNN}}
......@@ -45,6 +45,12 @@ ANCHOR: NAIVE_BAYES
[1] [https://scikit-learn.org/stable/modules/naive_bayes.html (last accessed on 08.01.2022)](https://scikit-learn.org/stable/modules/naive_bayes.html)
ANCHOR_END: NAIVE_BAYES
### Convolutional Neural Network
ANCHOR: CNN
[1] [https://en.wikipedia.org/wiki/Convolutional_neural_network (last accessed on 03.01.2022)](https://en.wikipedia.org/wiki/Convolutional_neural_network)
[2] [https://ieeexplore.ieee.org/abstract/document/8308186?casa_token=ssBGM3AJ_9sAAAAA:TWWnA5MWwv_5msZjLCkGogZOmDh5wf8Mc1XetOeHIff4JAmHgfrNR_s5vvewSMBLFrI2uTYhopI (last accessed on 03.01.2022)](https://ieeexplore.ieee.org/abstract/document/8308186?casa_token=ssBGM3AJ_9sAAAAA:TWWnA5MWwv_5msZjLCkGogZOmDh5wf8Mc1XetOeHIff4JAmHgfrNR_s5vvewSMBLFrI2uTYhopI)
[3] [https://towardsdatascience.com/a-comprehensive-guide-to-convolutional-neural-networks-the-eli5-way-3bd2b1164a53 (last accessed on 03.01.2022)](https://towardsdatascience.com/a-comprehensive-guide-to-convolutional-neural-networks-the-eli5-way-3bd2b1164a53)
ANCHOR_END: CNN
### Autoencoder
ANCHOR: AUTOENCODER
[1] [https://en.wikipedia.org/wiki/Autoencoder (last accessed on 08.01.2022)](https://en.wikipedia.org/wiki/Autoencoder)\
......
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