Modular image processing pipeline using OpenCV and Python generators.
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
For detailed description read the Medium stories in order:
- Modular image processing pipeline using OpenCV and Python generators
- Video processing pipeline with OpenCV
Don't forget to clap a bit if you like it. If you like it very much, you can clap a few times :)
Thank you!
pytest is used as a test framework. All tests are stored in tests folder. Run the tests:
$ pytest- 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