Différences entre les versions de « Deep Learning Tutorial 2019 installations »
Aller à la navigation
Aller à la recherche
m |
|||
Ligne 7 : | Ligne 7 : | ||
* <b><big> Installation requirements</big></b><hr> | * <b><big> Installation requirements</big></b><hr> | ||
<br><br> | <br><br> | ||
+ | |||
+ | |||
* <b><big>Installation</big> guide</b><hr> | * <b><big>Installation</big> guide</b><hr> | ||
<div class="toccolours mw-collapsible" style="width:90%; overflow:auto;"> | <div class="toccolours mw-collapsible" style="width:90%; overflow:auto;"> | ||
<div style="font-weight:bold;line-height:1.6;">Anaconda</div> | <div style="font-weight:bold;line-height:1.6;">Anaconda</div> | ||
<div class="mw-collapsible-content"> | <div class="mw-collapsible-content"> | ||
− | Follow the following steps to install Anaconda distribution in Ubuntu. | + | Follow the following steps to install Anaconda distribution in Ubuntu: |
+ | # cd /tmp | ||
+ | # curl -O https://repo.anaconda.com/archive/Anaconda3-2019.03-Linux-x86_64.sh | ||
+ | # sha256sum Anaconda3-2019.03-Linux-x86_64.sh | ||
+ | # bash Anaconda3-2019.03-Linux-x86_64.sh | ||
+ | # source ~/.bashrc | ||
+ | # conda list | ||
</div></div> | </div></div> | ||
<div class="toccolours mw-collapsible mw-collapsed" style="width:90%; overflow:auto;"> | <div class="toccolours mw-collapsible mw-collapsed" style="width:90%; overflow:auto;"> | ||
− | <div style="font-weight:bold;line-height:1.6;">Python 3</div> | + | <div style="font-weight:bold;line-height:1.6;">Python 3 virtual environment</div> |
<div class="mw-collapsible-content"> | <div class="mw-collapsible-content"> | ||
− | Follow the following steps to install | + | Follow the following steps to install: |
+ | # conda create --name dsai python=3 | ||
+ | # conda activate dsai | ||
</div></div> | </div></div> | ||
Ligne 23 : | Ligne 33 : | ||
<div style="font-weight:bold;line-height:1.6;">TensorFlow</div> | <div style="font-weight:bold;line-height:1.6;">TensorFlow</div> | ||
<div class="mw-collapsible-content"> | <div class="mw-collapsible-content"> | ||
− | Follow the following steps to install . | + | Follow the following steps to install: |
+ | # conda install -c aaronzs tensorflow-gpu=1.10 | ||
+ | # conda update conda | ||
</div></div> | </div></div> | ||
Ligne 29 : | Ligne 41 : | ||
<div style="font-weight:bold;line-height:1.6;">Jupyter Notebook</div> | <div style="font-weight:bold;line-height:1.6;">Jupyter Notebook</div> | ||
<div class="mw-collapsible-content"> | <div class="mw-collapsible-content"> | ||
− | Follow the following steps to install | + | Follow the following steps to install: |
+ | # conda install -c anaconda jupyter | ||
</div></div> | </div></div> | ||
Ligne 35 : | Ligne 48 : | ||
<div style="font-weight:bold;line-height:1.6;">Other Libraries</div> | <div style="font-weight:bold;line-height:1.6;">Other Libraries</div> | ||
<div class="mw-collapsible-content"> | <div class="mw-collapsible-content"> | ||
− | Follow the following steps to install | + | Follow the following steps to install: |
+ | # conda install -c anaconda opencv3 | ||
+ | # conda install -c anaconda matplotlib | ||
+ | # conda install -c anaconda pillow | ||
+ | # conda install -c anaconda scikit-learn | ||
+ | # conda install -c anaconda scikit-image | ||
</div></div> | </div></div> | ||
+ | |||
+ | |||
<br><br> | <br><br> | ||
* <b><big> Tutorial dataset</big></b><hr> | * <b><big> Tutorial dataset</big></b><hr> | ||
Ligne 50 : | Ligne 70 : | ||
Follow the following steps to install | Follow the following steps to install | ||
</div></div> | </div></div> | ||
+ | |||
+ | |||
<br><br> | <br><br> | ||
* <b><big> Git repository</big></b><hr /> | * <b><big> Git repository</big></b><hr /> | ||
+ | |||
+ | |||
<br><br> | <br><br> | ||
* <b><big> Reference materials</big></b><hr> | * <b><big> Reference materials</big></b><hr> | ||
Ligne 64 : | Ligne 88 : | ||
Follow the following steps to install | Follow the following steps to install | ||
</div></div> | </div></div> | ||
+ | |||
+ | |||
<br /><br> | <br /><br> | ||
* <b><big> Survey </big></b><hr /> | * <b><big> Survey </big></b><hr /> | ||
+ | |||
+ | |||
<br><br> | <br><br> | ||
* <b><big> Exercises </big></b><hr> | * <b><big> Exercises </big></b><hr> | ||
+ | |||
+ | <br><br> | ||
</div> | </div> |
Version du 12 août 2019 à 11:58
Resource Page
Preparatory installation guide will be release later. An email will be sent to the participants...
- Installation requirements
- Installation guide
Anaconda
Follow the following steps to install Anaconda distribution in Ubuntu:
- cd /tmp
- curl -O https://repo.anaconda.com/archive/Anaconda3-2019.03-Linux-x86_64.sh
- sha256sum Anaconda3-2019.03-Linux-x86_64.sh
- bash Anaconda3-2019.03-Linux-x86_64.sh
- source ~/.bashrc
- conda list
Python 3 virtual environment
Follow the following steps to install:
- conda create --name dsai python=3
- conda activate dsai
TensorFlow
Follow the following steps to install:
- conda install -c aaronzs tensorflow-gpu=1.10
- conda update conda
Jupyter Notebook
Follow the following steps to install:
- conda install -c anaconda jupyter
Other Libraries
Follow the following steps to install:
- conda install -c anaconda opencv3
- conda install -c anaconda matplotlib
- conda install -c anaconda pillow
- conda install -c anaconda scikit-learn
- conda install -c anaconda scikit-image
- Tutorial dataset
Object Recognition
Follow the following steps to install
Pose Estimation
Follow the following steps to install
- Git repository
- Reference materials
Lecture Notes and Slides
Follow the following steps to install
Reference papers and web resources
Follow the following steps to install
- Survey
- Exercises