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First install CMake, Qt5, OpenCV and a c++11 compiler (gcc 5).
sudo apt-get install libboost-system-dev libboost-filesystem-dev
sudo apt-get install qtbase5-dev
sudo apt-get install libopencv-dev
Clone and install dlib.
Then clone and build annotatorlib.
git clone https://github.com/lasmue/annotatorlib
cd annotatorlib
git submodule update --init --recursive
mkdir build
cd build
cmake ..
make
Now you can clone and build annotator.
git clone https://github.com/lasmue/annotator
cd annotator
git submodule update --init --recursive
mkdir build
cd build
cmake -Dannotatorlib_DIR=../annotatorlib ..
make
Finally clone and build annotatorplugins
git clone https://github.com/lasmue/annotatorplugins
cd annotatorplugins
git submodule update --init --recursive
mkdir build
cd build
cmake -Dannotatorlib_DIR=../annotatorlib -Dannotator_DIR=../annotator ..
make
Now you can run annotator using the plugins by
make annotator