FaceRecognition Using YoloV3

This program uses Face recognition to blur faces other than specific people in images or videos. Yolo v3 was used to detect faces in the input. I used yoloface model that was trained to detect face and used Face_recognition to recognition face. I used face_recognition from the coordinates of the face obtained through yolo to extract the feature value and compare the stored picture with the feature value. Then, if the difference is above a certain standard, it is classified as Unknown. And i blurred them using openCV. I used an opencv tracker in case I couldn't recognize a side face in the video. And I used a movie for voice processing.

Prerequisites

• dlib
• Face_recognition
• Tensorflow
• opencv-python
• moviepy
• opencv-contrib-python
• Numpy
• imutils
• Keras
• Matplotlib
• Pillow

Usage

Web cam

$ python yoloface_gpu.py --video stream

Videos

$ python yoloface_gpu.py --video samples/Filename.mp4

Images

$ python yoloface_img.py --image samples/Filename.jpg

Samples

Before

After

References

-https://github.com/sthanhng/yoloface

-https://github.com/ageitgey/face_recognition