PIXELLIB’S OFFICIAL DOCUMENTATION¶
PixelLib is a library created for performing image segmentation using few lines of code. It is a flexible library created to allow easy integration of image segmentation into software solutions.
PixelLib requires python’s version 3.5-3.7, Download python
It requires pip’s version >= 19.0
Install pip with:
pip3 install pip
Install PixelLib and its dependencies:
Install the latest version of tensorflow(Tensorflow 2.0+) with:
pip3 install tensorflow
Install Opencv-python with:
pip3 install opencv-python
Install Pillow with:
pip3 install pillow
Install scikit-image with:
pip3 install scikit-image
Install PixelLib with:
pip3 install pixellib
PixelLib supports the two major types of segmentation:
1 Semantic segmentation: Objects in an image with the same pixel values are segmented with the same colormaps.
2 Instance segmentation: Instances of the same object are segmented with different color maps.