Face_Recognition
Project Files : Face_Recognition_From_Image.py, Face_Recognition_from_Video.py
file for images download from google : images_download.py
Dependencies : face_recognition, cv2, sklearn, matplotlib, selenium (for images download from google), svm(sklearn), pickle
short overview:
I have done this project from scratch
I have selected 5 famous people for the Face Recognition Model.
Names of those people : Modi, Trump, Putin, Xi Jin Ping, Kim Jong Un
and downloaded their images from google using selenium for creating training and testing dataset.
I have created a Face Recognition Model. which recognizes the faces of above mentioned people.
code explanation in short : with the help of selenium library I have downloaded all images for my project
1 with the help of face_recognition library I have created face encodings once I get face encodings then I have used them for Model build.
2 I have built an SVC (Support Vector Classifier) model by using face encodings
3 Once model is built then it is used for face recognition in given image