如何在Jetson上安装scikit-image

由于大量的库依赖和编译依赖，在Jetson上安装scikit-image时很多人都会遇到问题。
本帖将根据Jetpack不同版本，给出scikit-image中最容易出问题的imagecodecs安装方法。

1. Dependencies

1. $ sudo apt-get install liblapack-dev gfortran
   
2. $ sudo apt-get install python3-pip
   
3. $ sudo pip3 install -U pip
   
4. $ sudo pip3 install Cython numpy
   

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2. Scipy

1. $ wget https://github.com/scipy/scipy/releases/download/v1.3.3/scipy-1.3.3.tar.gz
   
2. $ tar -xzvf scipy-1.3.3.tar.gz scipy-1.3.3
   
3. $ cd scipy-1.3.3/
   
4. $ python3 setup.py install --user
   

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3. Tiff

1. $ wget https://download.osgeo.org/libtiff/tiff-4.1.0.tar.gz
   
2. $ tar -xzvf tiff-4.1.0.tar.gz
   
3. $ cd tiff-4.1.0/
   
4. $ ./configure
   
5. $ make
   
6. $ sudo make install
   

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4. Scikit-image

1. $ sudo apt-get install python3-sklearn
   
2. $ sudo apt-get install libaec-dev libblosc-dev libffi-dev libbrotli-dev libboost-all-dev libbz2-dev
   
3. $ sudo apt-get install libgif-dev libopenjp2-7-dev liblcms2-dev libjpeg-dev libjxr-dev liblz4-dev liblzma-dev libpng-dev libsnappy-dev libwebp-dev libzopfli-dev libzstd-dev
   
4. $ sudo pip3 install imagecodecs
   
5. $ sudo pip3 install scikit-image
   

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5. Test

1. nvidia@nvidia-desktop:~$ python3
   
2. Python 3.6.9 (default, Apr 18 2020, 01:56:04)
   
3. [GCC 8.4.0] on linux
   
4. Type "help", "copyright", "credits" or "license" for more information.
   
5. >>> import skimage
   
6. >>> skimage.__version__
   
7. '0.17.2'
   

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