Différences entre les versions de « Deep Learning Tutorial 2019 installations »
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<h3> Installations </h3><hr> | <h3> Installations </h3><hr> | ||
There are 2 options: | There are 2 options: | ||
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| − | <u>Using personal computer </u> | + | <h5><u>Using personal computer </u></h5> |
| + | Setup instructions standalone | ||
| + | <b>Linux</b> | ||
| + | # Download and install Anaconda | ||
| + | <div class="toccolours mw-collapsible" style="width:90%; overflow:auto;"> | ||
| + | <div style="font-weight:bold;line-height:1.6;">Anaconda</div> | ||
| + | <div class="mw-collapsible-content"> | ||
| + | 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> | ||
| + | |||
| + | # Create virtual environment | ||
| + | # Install packages | ||
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<h3> Downloads</h3> | <h3> Downloads</h3> | ||
Version du 6 septembre 2019 à 11:34
Instructions
Participants needs to complete the 3 following instructions before the tutorial kick off date:
- Installations
- Download resources
- Configurations
Installations
There are 2 options:
- Using personal computer
- Using Google Colab (alternative)
Using personal computer
Setup instructions standalone Linux
- Download and install Anaconda
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
- Create virtual environment
- Install packages
Downloads
Configurations
- Installation guide
Open a terminal and type and execute the following commands:
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