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How Computers See: Intro to Convolutional Neural Networks

glassboxmedicine.com · published 5 May 2019

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https://www.wired.com/story/the-know-it-alls-how-do-self-driving-cars-see/
wired.com
https://www.nature.com/articles/nature21056
nature.com
The History of Convolutional Neural Networks Read at the source ↗
glassboxmedicine.com
Introduction to Neural Networks Read at the source ↗
glassboxmedicine.com
https://en.wikipedia.org/wiki/RGB_color_model
en.wikipedia.org
https://commons.wikimedia.org/wiki/File:Blue_Dining_Room_at_Waddesdon_Manor.jpg
commons.wikimedia.org
https://upload.wikimedia.org/wikipedia/commons/e/ec/Mona_Lisa%2C_by_Leonardo_da_Vinci%2C_from_C2RMF_retouched.jpg
upload.wikimedia.org
https://en.wikipedia.org/wiki/List_of_domesticated_animals
en.wikipedia.org
https://en.wikipedia.org/wiki/Melanoma
en.wikipedia.org
https://commons.wikimedia.org/wiki/File:XR_chest_-_pneumonia_with_abscess_and_caverns_-_d0.jpg
commons.wikimedia.org
https://en.wikipedia.org/wiki/Follicular_thyroid_cancer
en.wikipedia.org
https://en.wikipedia.org/wiki/Rectifier_(neural_networks
en.wikipedia.org
http://cs231n.github.io/understanding-cnn/
cs231n.github.io
https://jacobgil.github.io/deeplearning/filter-visualizations
jacobgil.github.io
https://blog.keras.io/how-convolutional-neural-networks-see-the-world.html
blog.keras.io
https://www.youtube.com/watch?v=AgkfIQ4IGaM
youtube.com
https://www.amazon.com/Leonardo-Vinci-Walter-Isaacson/dp/1501139150
amazon.com
https://www.telegraph.co.uk/culture/art/3668700/Solved-Why-Mona-Lisa-doesnt-have-eyebrows.html
telegraph.co.uk
https://en.wikipedia.org/wiki/Isleworth_Mona_Lisa
en.wikipedia.org
The colours of the Mona Lisa Read at the source ↗
matiasventura.com
http://www.lumiere-technology.com/Pages/News/news3.htm
lumiere-technology.com
https://blog.xrds.acm.org/2016/06/convolutional-neural-networks-cnns-illustrated-explanation/
blog.xrds.acm.org
https://adeshpande3.github.io/A-Beginner%27s-Guide-To-Understanding-Convolutional-Neural-Networks/
adeshpande3.github.io
http://cs231n.github.io/convolutional-networks/
cs231n.github.io
https://github.com/vdumoulin/conv_arithmetic
github.com
https://towardsdatascience.com/understanding-2d-dilated-convolution-operation-with-examples-in-numpy-and-tensorflow-with-d376b3972b25
towardsdatascience.com
https://www.deeplearningbook.org/contents/convnets.html
deeplearningbook.org
https://github.com/Hvass-Labs/TensorFlow-Tutorials/blob/master/02_Convolutional_Neural_Network.ipynb
github.com
https://jamanetwork.com/journals/jama/article-abstract/2702856
jamanetwork.com