SA
SamSamhuns/color_matching_and_skin_detection
Color matching and detection, skin and finger detection with opencv
Color, Skin, and Finger Detection in Images
| Source Image | Skin Detection |
|---|---|
 |
 |
Note: Skin Detection with HSV color space filtering might not work for all skin tones
Install requirements
With poetry (Recommended):
poetry installWith venv:
python -m venv venv; source venv/bin/activate
pip install -r requirements.txtWebcam fingertip detection
# runs finger detection on the webcam, Press z when fingers are visible in the 9 squares
python skin_and_finger_detection/video_fingertip_detection.pyWebcam skin detection based on YCrCb Color Space
# displays the original webcam screen and the skin detection result screen
python skin_and_finger_detection/video_skin_detection.pyChoose a HSV color space filter threshold on an image
# move sliders to find the optimal threshold for detecting different colors in image
python color_detection/image_hsv_threshold_picker.py -i <IMAGE_PATH>Filter colors in video using HSV color space filters
python color_detection/video_color_detection.py -v <VIDEO_PATH>Reference
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Fingertip Detection: A Fast Method with Natural Hand https://arxiv.org/pdf/1212.0134.pdf
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Finger Detection and Tracking using OpenCV and Python https://dev.to/amarlearning/finger-detection-and-tracking-using-opencv-and-python-586m