minhdqdev/face-detection-lib

This repository contains several face detection algorithms

face-detection-lib

This repository contains several face detection algorithms. I'm using wrapper for all models to make those easier to implement.

class FaceDetectorWrapper:
    def __init__()
    def detect()
    def detect_with_evaluation

Haar Cascade

HoG Based Dlib

CNN Based Dlib

The Pros and Cons of those algorithms are here

Comparision

Example: Ground Truth: 8 faces

On CPU

Models	FPS	Result
HaarCascade	0.75	11 faces
HoG Based Dlib	2.17	8 faces
CNN Based Dlib	0.11	9 faces

On GPU