A facial recognition system is a technology capable of matching a human face from a digital image or a video frame against a database of faces. Such a system is typically employed to authenticate users through ID verification services and works by pinpointing and measuring facial features from a given image.
YuNet Face Detection with DepthAI: YuNet is a light-weight, fast and accurate face detection model, which achieves 0.834(easy), 0.824(medium), 0.708(hard) on the WIDER Face validation set.
pip install -r requirements.txt
You need to put the pattern face in image folder, and change the pattern_path in the code. also, you need to put a video for searching pattern in Video folder and change video_path in the code. (video_path=0 uses for webcam).
Below, you can see an example that runs on the face of 'Ellen':
- Pattern face:
- Result for one frame of video:
