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<h1><b>Resource Page</b></h1> | <h1><b>Resource Page</b></h1> | ||
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| − | <p align="center" style="color:blue; font-size: | + | <p align="center" style="color:blue; font-size:90%"> |
| − | <div | + | Participants needs to complete the 3 following instructions before the tutorial kick off date: |
| − | + | * Installations | |
| + | * Download resources | ||
| + | * Configurations | ||
| + | </p><hr/><hr><hr> | ||
| + | |||
| + | <div> | ||
| + | <b><big> Installations</big></b><hr> | ||
| + | There are 2 options: | ||
| + | # Using personal computer | ||
| + | # Using Google Colab (alternative) | ||
<br><br> | <br><br> | ||
Version du 6 septembre 2019 à 11:23
Resource Page
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)
- 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