Phriction Projects Wikis Bioimaging And Optics Platform Image Processing Machine Learning Deep Learning History Version 5 vs 8
Version 5 vs 8
Version 5 vs 8
Edits
Edits
- Edit by romainGuiet, Version 8
- Feb 26 2019 09:01
- Edit by romainGuiet, Version 5
- Nov 6 2018 08:17
Edit Older Version 5... | Edit Current Version 8... |
Content Changes
Content Changes
What we have been doing with Deep Learning at the BIOP
= Deep Learning in Matlab 2018b =
Deep learning toolbox needs
\\svfaspfl.ch\biop\biop\IMAGE PROCESSING\7-Projects\0-DeepLearning\
= Why using conda=
[[ https://towardsdatascience.com/stop-installing-tensorflow-using-pip-for-performance-sake-5854f9d9eb0c | link ]]
What we have been doing with Deep Learning at the BIOP
= Deep Learning in Matlab 2018b =
Deep learning toolbox needs
\\svfas6pfl.ch\biop\biop\IMAGE PROCESSING\7-Projects\0-DeepLearning\
= CNN vis =
[[ https://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf | link ]]
= NN zoo=
[[ https://towardsdatascience.com/the-mostly-complete-chart-of-neural-networks-explained-3fb6f2367464 | link ]]
= Why using conda=
[[ https://towardsdatascience.com/stop-installing-tensorflow-using-pip-for-performance-sake-5854f9d9eb0c | link ]]
= Using Colaboratory =
== Colaboratory==
For now, you need to use your own gmail account (not compatible with epfl account).
== DeepFLaSH ==
[[ https://github.com/matjesg/DeepFLaSH | DeepFLaSH ]], a deep learning pipeline for segmentation of fluorescent labels in microscopy images usable through [[ https://colab.research.google.com/github/matjesg/DeepFLaSH/blob/master/DeepFLaSH.ipynb | colaboratory]].
What we have been doing with Deep Learning at the BIOP
= Deep Learning in Matlab 2018b =
Deep learning toolbox needs
\\svfas6pfl.ch\biop\biop\IMAGE PROCESSING\7-Projects\0-DeepLearning\
= CNN vis =
[[ https://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf | link ]]
= NN zoo=
[[ https://towardsdatascience.com/the-mostly-complete-chart-of-neural-networks-explained-3fb6f2367464 | link ]]
= Why using conda=
[[ https://towardsdatascience.com/stop-installing-tensorflow-using-pip-for-performance-sake-5854f9d9eb0c | link ]]
= Using Colaboratory =
== Colaboratory==
For now, you need to use your own gmail account (not compatible with epfl account).
== DeepFLaSH ==
[[ https://github.com/matjesg/DeepFLaSH | DeepFLaSH ]], a deep learning pipeline for segmentation of fluorescent labels in microscopy images usable through [[ https://colab.research.google.com/github/matjesg/DeepFLaSH/blob/master/DeepFLaSH.ipynb | colaboratory]].
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