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Eye-Color-Detection

★ 39 Open GitHub ↗

Automatic Dominant Eye Color Detection in Image or Video

// repository documentation

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# 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.](https://github.com/ipazc/mtcnn)
1. [What color are your eyes exactly?](https://www.edow.com/general-eye-care/eyecolor/)
2. [HTML color picker](https://www.w3schools.com/colors/colors_picker.asp?colorhex=ffff00)
3. [What is the HSV color model?](https://www.lifewire.com/what-is-hsv-in-design-1078068)
4. [RGB to HSV color conversion](https://www.rapidtables.com/convert/color/rgb-to-hsv.html)
5. [Eye color range in HSV space](https://github.com/jeffreyolchovy/whatismyeyecolor/blob/master/library/src/main/scala/com/whatismyeyecolor/ColorRange.scala)

Eye-Color-Detection

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