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Installing Dependancies - Cloud Sky Classifier

On a Unix terminal type in the following scripts

Intalling pip

sudo apt-get install python3-pip

Installing numpy and scipy

sudo apt-get install python3-numpy 
sudo apt-get install python3-scipy

Installing sklearn

sudo apt-get install scikit-learn

Installing skimage

sudo apt-get install python3-skimage

Installing open CV

  • This link was used as a reference here.
sudo apt-get install build-essential 
sudo apt-get install cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev
sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev
sudo apt-get install libxvidcore-dev libx264-dev
sudo apt-get install libgtk-3-dev
sudo apt-get install libatlas-base-dev gfortran pylint

  • On the follwoing command make sure to match the python installations within the XU4 sudo apt-get install python2.7-dev python3.5-dev For the current install of the Ubuntu image, python 2.7 and python 3.5 was embedded within.

  • Download OpenCV 3.4.0

wget https://github.com/opencv/opencv/archive/3.4.0.zip -O opencv-3.4.0.zip
wget https://github.com/opencv/opencv_contrib/archive/3.4.0.zip -O opencv_contrib-3.4.0.zip
  • Install Unzip sudo apt-get install unzip
  • Extracting the files
unzip opencv-3.4.0.zip
unzip opencv_contrib-3.4.0.zip
  • Creating the build directory inside OpenCV-3.4.0:
cd  opencv-3.4.0
mkdir build
cd build
  • Configuring cmake:
cmake -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=/usr/local -DOPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-3.4.0/modules -DOPENCV_ENABLE_NONFREE=True ..
  • Finally doing the install make -j8 8 is the number of cores present.

Concluding the installation sudo make install

  • Reinitialize static libs sudo ldconfig

Installing Sklearn

sudo apt-get install python3-matplotlib
pip3 install -U scikit-learn
sudo apt-get install build-essential python3-dev python3-setuptools python3-numpy python3-scipy libatlas-base-dev