Image processing pipeline

Modular image processing pipeline using OpenCV and Python generators.

Setup environment

This project is using Conda for project environment management.

Setup the project environment:

$ conda env create -f environment.yml
$ conda activate pipeline

or update the environment if you git pull the repo:

$ conda env update -f environment.yml

Getting started

For detailed description read the Medium stories in order:

• Modular image processing pipeline using OpenCV and Python generators
• Video processing pipeline with OpenCV

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Thank you!

Tests

pytest is used as a test framework. All tests are stored in tests folder. Run the tests:

$ pytest

Resources and Credits

• For Unix like pipeline idea credits goes to this Gist
• Source of the example images and videos is pixbay
• Some ideas and code snippets are borrowed from pyimagesearch
• Color constants from Python Color Constants Module

License

MIT License