madeyoga / face-recognition

Train SVM & KNN model for face recognition with the help of "The world's simplest facial recognition api for Python and the command line"

face-recognition

Easy way to Train SVM & KNN model for face recognition with the help of "The world's simplest facial recognition api for Python and the command line"

Dependencies

• opencv-python
• scikit-learn
• face_recognition

Dataset

• LFW Face Database
• Used for training: 40 labels, 10 samples each.

preprocess & build.py Output

• SVM model gets 96% test accuracy
• KNN model gets 98% test accuracy

Test on Random Image from Google

Using SVM model