Face Recognition using Python Programming
In this video, I will show you how to install the face recognition system with spoof detection using a stereo camera.
The system detects fraud attempts, such as when someone uses a photo for authentication.
First, download and install Python 3.10 and the ZED SDK:
Download Python 3.10 - https://www.python.org/downloads
Download ZED SDK - https://www.stereolabs.com/en-sg/deve...
Next, download the source code drive.google.com/file/d/1v956QZRMJ6oCwT9FEleJcCCycZJU9Cra/view.
The zip file contains three Python scripts and an installation guide.
Run the scripts in the following order:
1. face_capture.py
The face_capture.py script captures multiple images of a person's face using the ZED camera and saves them to a folder named after the person, to build a dataset for encoding.
2. encode_faces.py
The encode_faces.py script generates and saves unique face encodings from captured images, preparing them for recognition in the main program.
3. main.py
The main.py script performs real-time face recognition and spoof detection using the ZED camera by comparing captured faces with pre-encoded face data and checking depth information.
If everything is successful, a window will pop up for face recognition.
Feel free to tweak it to suit your needs!
Don't forget to Like and Subscribe for more Python tutorials and project ideas.
Love what I'm doing? Show your support by buying me a coffee:
https://buymeacoffee.com/toytechmachines
Auf dieser Seite können Sie das Online-Video Face Recognition using Python Programming mit der Dauer stunde minuten sekunde in guter Qualität ansehen, das der Benutzer ToyTech Machines 31 Oktober 2024 hochgeladen hat, den Link mit Freunden und Bekannten teilen, dieses Video wurde auf Youtube bereits 9,118 Mal angesehen und es wurde von 124 den Zuschauern gefallen. Viel Spaß beim Betrachtenden Zuschauern gefallen!
