skin-detection-example

Implemented in python. Dependencies: numpy, opencv, sklearn.

Simple pixelwise skin detection using decision tree 1 using pixels in RGB or HSV color space as features.

Skin Segmentation Data Set from https://archive.ics.uci.edu/ml/datasets/Skin+Segmentation

face.png image from http://graphics.cs.msu.ru/ru/node/899

Results:

TODO:

Add tree visualization
https://github.com/NikTRSK/Data-Science-and-Machine-Learning-with-Python---Hands-On/blob/master/DecisionTree.ipynb