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.

_images/semantic.jpg

SEMANTIC SEGMENTATION WITH PIXELLIB

2 Instance segmentation: Instances of the same object are segmented with different color maps.

_images/instance.jpg

INSTANCE SEGMENTATION WITH PIXELLIB

CONTACT INFO:

olafenwaayoola@gmail.com

Github.com

Twitter.com

Facebook.com

Linkedin.com