In this project we have our image dataset which consists of human faces , we will do some processes :
1)Detecting the faces
1-Detecting Faces using harcascaded classifier
2-crop the faces
3-label each image
2)structure images and labelling :
1-unstructured dimensions of cropped images to structured data dimensions
2-resizing
3)extract features:
1-eigen faces
2-using PCA to extract features from faces and get the numerical python array
- Machine Learning Model and Deployment :
using svc