ahmetozlu/color_recognition
:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.
This project helps identify and classify colors from images or live video feeds. You provide images or a webcam stream, and it tells you if the dominant color is white, black, red, green, blue, orange, yellow, or violet. This is useful for anyone needing to automatically detect or categorize objects based on their color in visual data, such as quality control inspectors or inventory managers.
346 stars. No commits in the last 6 months.
Use this if you need to quickly and automatically recognize a limited set of common colors in images or real-time video, and are comfortable with Python development.
Not ideal if you need to identify a very broad range of colors, require extremely high accuracy for subtle color differences, or need a ready-to-use application without coding.
Stars
346
Forks
119
Language
Python
License
MIT
Category
Last pushed
Jan 02, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/computer-vision/ahmetozlu/color_recognition"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
TheCacophonyProject/classifier-pipeline
Exports tracked animals through thermal vision.
agentmorris/MegaDetector
MegaDetector is an AI model that helps conservation folks spend less time doing boring things...
microsoft/CameraTraps
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
PetervanLunteren/AddaxAI
Simplify camera trap image analysis with AI species recognition models based around the...
maxsitt/insect-detect
Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY...