ColorDetect
Image processing: Detect and identify different color objects in an image/video
Install / Use
/learn @MarvinKweyu/ColorDetectREADME
ColorDetect
<p align="center"> <b>ColorDetect</b><br> <a href="https://colordetect.readthedocs.io/en/latest/">Documentation</a> | <a href="https://pypi.org/project/ColorDetect/">Package</a> <br><br> <img src="./img/ColorDetect.png" alt="ColorDetect"> </p>ColorDetect works to recognize and identify different colors in an image or video.
Installation
pip install ColorDetect
Basic Usage
Images
from colordetect import ColorDetect
user_image = ColorDetect(<path_to_image>)
# return dictionary of color count. Do anything with this
user_image.get_color_count()
# write color count
user_image.write_color_count()
# optionally, write any text to the image
user_image.write_text(text="any text")
# save the image after using either of the options (write_color_count/write_text) or both
user_image.save_image(<storage_path>,<image_name>)
Resultant image is stored in the string storage_path of choice with the image_name which will default to the current location and out.jpg respectively by default.
Videos
from colordetect import VideoColor,col_share
user_video = VideoColor(<path_to_video>)
# return dictionary of color count. Do anything with this result
user_video.get_video_frames(progress=True)
# to order this rather long result and get only a specific number look up the `col_share` module
You can also get colors at a specific time and extract the frame at that given time.
Project Documentation
For further project documentation, visit ColorDetect's page
Contributions
Contributions are welcome. Do remember to take a look at the project contribution guidelines
Tests
To run tests:
pytest
Pre-commit
Pre-commit hooks are used to automate linting
-
Install the git hook scripts
pre-commit install -
(optional) Run against all the files
pre-commit run --all-files
The installed pre-commit hooks will automatically ensure use of a consistent code format and style whenever one commits changes using git. For full documentation, view the pre-commit docs.
Hall of Code
To the amazing human beings and developers that made this possible.
<div align="center"> <a href="https://github.com/MarvinKweyu/ColorDetect/graphs/contributors"> <img alt="contributors' avatars" src="https://contrib.rocks/image?repo=MarvinKweyu/ColorDetect" /> </a> </div>Related Skills
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