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There are 2 options: | There are 2 options: | ||
# Using personal computer | # Using personal computer | ||
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* <b><big>Installation guide</big> </b><hr> | * <b><big>Installation guide</big> </b><hr> | ||
Open a terminal and type and execute the following commands: | Open a terminal and type and execute the following commands: | ||
Version du 6 septembre 2019 à 11:29
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
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