webstorage119/eye-color-detection

Automatic Dominant Eye Color Detection in Image or Video

Eye Color Detection

Installation

Clone the project and install requirements

$ git clone https://github.com/ghimiredhikura/Eye-Color-Detection
$ cd Eye-Color-Detection
$ sudo pip install -r requirements.txt

[Note: if you have GPU change tensorflow to tensorflow-gpu in requirements.txt for fast processing]

Usage [Image]

$ python eye-color.py --input_path=sample/2.jpg --input_type=image

Output:

Diminant Eye Color: Green

Color	Percentage (%)
Blue	0.0
Blue Gray	0.0
Brown	0.0
Brown Gray	0.0
Brown Black	0.0
Green	65.44
Green Gray	0.0
Other	34.56

Usage [Video/Webcam]

$ python eye-color.py --input_path=sample/video.mp4 --input_type=video

Output:

Dominant Eye Color: Green

Color	Percentage (%)
Blue	0.0
Blue Gray	0.0
Brown	0.0
Brown Gray	0.0
Brown Black	0.0
Green	18.58
Green Gray	0.79
Other	80.63

References

1. MTCNN face detection implementation for TensorFlow, as a PIP package.
2. What color are your eyes exactly?
3. HTML color picker
4. What is the HSV color model?
5. RGB to HSV color conversion
6. Eye color range in HSV space