Convolutional Neural Networks for Photo Features Extraction


Abstract in English

References used

http://deeplearning.net/tutorial/lenet.html
https://en.wikipedia.org/wiki/Convolutional_neural_network
https://www.datascience.com/blog/supervised-and unsupervised-machine-learning-algorithms
مقرر الرؤية الحاسوبية في جامعة دمشق
https://medium.com/ai%C2%B3-theory-practice-business/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b
https://hackernoon.com/what-is-a-capsnet-or-capsule-network-2bfbe48769cc
https://blog.athelas.com/a-brief-history-of-cnns-in-image-segmentation-from-r-cnn-to-mask-r-cnn-34ea83205de4
A.Krizhevsky, I.Sutskever, and G.E.Hinton. ImageNet classification with deep convolutional neural networks. In NIPS, pages 1106–1114, 2012
M.D.Zeiler and R.Fergus. Visualizing and understanding convolutional networks. In ECCV, 2014
W.Y.Zou, A.Y.Ng, S.Zhu, and K.Yu. Deep learning of invariant features via simulated fixations in video. In NIPS, pages 3212–3220, 2012.
Discriminative Unsupervised Feature Learning with Convolutional Neural Networks by Alexey Dosovitskiy, Jost Tobias Springenberg, Martin Riedmiller and Thomas Brox

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