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Convolutional neural networks for artistic style transfer

Hi! I’m Harish Narayanan · published 31 March 2017

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2blogs citing
First cited
7 Feb 2018
Most recent
22 May 2020
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Cited by

Blog
In the post
Date
adventuresinwhy.com
Thoughts on the Coursera Deep Learning Specialization Read at the source ↗
22 May 2020
vas3k.com
Machine Translation Read at the source ↗
7 Feb 2018

Links from this post

Link
Host
https://prisma-ai.com
prisma-ai.com
https://en.wikipedia.org/wiki/Convolutional_neural_network
en.wikipedia.org
https://www.artic.edu/artworks/80062/edtaonisl-ecclesiastic
artic.edu
https://arxiv.org/abs/1508.06576
arxiv.org
https://cs231n.stanford.edu
cs231n.stanford.edu
https://en.wikipedia.org/wiki/Softmax_function
en.wikipedia.org
https://jamesmccaffrey.wordpress.com/2013/11/05/why-you-should-use-cross-entropy-error-instead-of-classification-error-or-mean-squared-error-for-neural-network-classifier-training/
jamesmccaffrey.wordpress.com
https://en.wikipedia.org/wiki/Cross_entropy
en.wikipedia.org
https://en.wikipedia.org/wiki/Stochastic_gradient_descent
en.wikipedia.org
https://en.wikipedia.org/wiki/Automatic_differentiation
en.wikipedia.org
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/1_Linear_Image_Classifier.ipynb
github.com
https://web.archive.org/web/20170320170906/https://www.tensorflow.org/get_started/mnist/beginners
web.archive.org
https://github.com/hnarayanan/artistic-style-transfer
github.com
http://yann.lecun.com/exdb/mnist/
yann.lecun.com
Perceptrons - the most basic form of a neural network Read at the source ↗
appliedgo.net
https://en.wikipedia.org/wiki/Rectifier_(neural_networks
en.wikipedia.org
https://cs231n.github.io/neural-networks-1/
cs231n.github.io
https://en.wikipedia.org/wiki/Universal_approximation_theorem
en.wikipedia.org
http://neuralnetworksanddeeplearning.com/chap4.html
neuralnetworksanddeeplearning.com
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/2_Neural_Network-based_Image_Classifier-1.ipynb
github.com
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/3_Neural_Network-based_Image_Classifier-2.ipynb
github.com
https://www.tensorflow.org/api_docs/python/tf/random/truncated_normal
tensorflow.org
A Neural Network Playground
playground.tensorflow.org
https://en.wikipedia.org/wiki/Overfitting
en.wikipedia.org
https://web.archive.org/web/20170318021022/https://www.tensorflow.org/get_started/mnist/pros
web.archive.org
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/4_Convolutional_Neural_Network-based_Image_Classifier.ipynb
github.com
https://transcranial.github.io/keras-js/
transcranial.github.io
https://yosinski.com/deepvis
yosinski.com
https://arxiv.org/abs/1409.1556
arxiv.org
https://image-net.org
image-net.org
https://keras.io
keras.io
https://www.youtube.com/watch?v=UeheTiBJ0Io
youtube.com
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/5_VGG_Net_16_the_easy_way.ipynb
github.com
https://en.wikipedia.org/wiki/ImageNet
en.wikipedia.org
https://image-net.org/challenges/LSVRC/2014/results
image-net.org
https://keras.io/api/applications/
keras.io
https://en.wikipedia.org/wiki/Limited-memory_BFGS
en.wikipedia.org
https://github.com/jcjohnson/neural-style
github.com
https://github.com/keras-team/keras-io/blob/master/examples/generative/neural_style_transfer.py
github.com
https://github.com/hnarayanan/artistic-style-transfer/blob/master/notebooks/6_Artistic_style_transfer_with_a_repurposed_VGG_Net_16.ipynb
github.com
https://arxiv.org/abs/1603.08155
arxiv.org
https://arxiv.org/abs/1606.01286
arxiv.org
https://arxiv.org/abs/1412.0035
arxiv.org
https://en.wikipedia.org/wiki/The_Scream
en.wikipedia.org
https://github.com/hnarayanan/stylist
github.com
https://cs231n.github.io
cs231n.github.io
https://www.deeplearningbook.org
deeplearningbook.org
https://cs.stanford.edu/people/jcjohns/papers/fast-style/fast-style-supp.pdf
cs.stanford.edu
https://web.archive.org/web/20170611144952/https://www.tensorflow.org/tutorials/deep_cnn
web.archive.org
https://blog.keras.io/keras-as-a-simplified-interface-to-tensorflow-tutorial.html
blog.keras.io