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FYP
nasrmem/FYP
FYP is a machine learning model from nasrmem. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This Gradio app demonstrates a facial liveness detection model that can differentiate between real human faces and spoofed faces.
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Public
Updated Dec 22, 2023
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230 MB
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At a glance
- Access
- Public
- Created
- Dec 17, 2023
- Updated
- Dec 22, 2023
- SHA
- 45556c8f
Model card
From the Hugging Face model README
Facial Liveness Detection
This Gradio app demonstrates a facial liveness detection model that can differentiate between real human faces and spoofed faces.
Model Description
This model is trained to determine the authenticity of faces in images, aiming to prevent spoofing attacks in systems where facial recognition is a part of the security process.
How to Use the App
- Use the webcam to capture your image or upload an image using the interface.
- The app will process the image and display it with a label indicating whether the face is real or spoofed.
Limitations and Bias
The model's performance may vary across different demographic groups and is dependent on the quality and diversity of the training data.
- Created
- Dec 17, 2023
- Updated
- Dec 22, 2023