Deep Learning Tutorial 2019 installations

Resource Page

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Preparatory installation guide will be release later. An email will be sent to the participants...

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• Installation requirements

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• Installation guide

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Open a terminal and type and execute the following commands:

Anaconda

Follow the following steps to install Anaconda distribution in Ubuntu:

1. cd /tmp
2. curl -O https://repo.anaconda.com/archive/Anaconda3-2019.03-Linux-x86_64.sh
3. sha256sum Anaconda3-2019.03-Linux-x86_64.sh
4. bash Anaconda3-2019.03-Linux-x86_64.sh
5. source ~/.bashrc
6. conda list

Python 3 virtual environment

Follow the following steps to install:

1. conda create --name dsai python=3
2. conda activate dsai

TensorFlow

Follow the following steps to install:

1. conda install -c aaronzs tensorflow-gpu=1.10
2. conda update conda

Jupyter Notebook

Follow the following steps to install:

1. conda install -c anaconda jupyter

Other Libraries

Follow the following steps to install:

1. conda install -c anaconda opencv3
2. conda install -c anaconda matplotlib
3. conda install -c anaconda pillow
4. conda install -c anaconda scikit-learn
5. conda install -c anaconda scikit-image

• Tutorial dataset

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Object Recognition

Follow the following steps to install

Pose Estimation

Follow the following steps to install

• Git repository

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• Reference materials

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Lecture Notes and Slides

Follow the following steps to install

Reference papers and web resources

Follow the following steps to install

• Survey

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• Exercises

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