|
|
--- |
|
|
library: deepface |
|
|
tags: |
|
|
- face-verification |
|
|
- deepface |
|
|
- vgg-face |
|
|
--- |
|
|
|
|
|
Model Name |
|
|
Face Verification Model |
|
|
|
|
|
## Description |
|
|
This model performs face verification by comparing two images and determining if the faces match. |
|
|
|
|
|
## Model Architecture |
|
|
The model uses the VGG-Face architecture for facial recognition. |
|
|
|
|
|
## Input |
|
|
The model expects URLs of two images for face verification. |
|
|
|
|
|
## Output |
|
|
The output indicates whether the faces in the given images match or not. |
|
|
|
|
|
## Usage |
|
|
```python |
|
|
from face_verification_script import verify_faces |
|
|
|
|
|
# Example usage |
|
|
result = verify_faces(img1_url='url_to_image1', img2_url='url_to_image2') |
|
|
print(result) |
|
|
``` |
|
|
|
|
|
# Dependencies |
|
|
```bash |
|
|
deepface==0.0.68 |
|
|
Pillow==8.3.2 |
|
|
``` |
|
|
# License |
|
|
This model is released under the MIT License. |
|
|
|
|
|
Limitations and Known Issues |
|
|
The model may have limitations in certain lighting conditions. |
|
|
|
