-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmain.py
58 lines (49 loc) · 2.15 KB
/
main.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
import sys
from facial_recognition import FacialRecognition
import argparse
# Force unbuffered output
sys.stdout.reconfigure(line_buffering=True)
def main():
parser = argparse.ArgumentParser(description='Facial Recognition System')
parser.add_argument('--image', type=str, help='Path to input image (if not using camera)')
parser.add_argument('--known-faces-dir', type=str, default='known_faces',
help='Directory containing known faces (default: known_faces)')
parser.add_argument('--headless', action='store_true',
help='Run in headless mode without GUI')
parser.add_argument('--disable-liveness', action='store_true',
help='Disable liveness detection')
parser.add_argument('--compare', nargs=2, metavar=('IMAGE1', 'IMAGE2'),
help='Compare two images to check if they contain the same person')
args = parser.parse_args()
try:
print("Starting Facial Recognition System...", flush=True)
# Handle face comparison mode
if args.compare:
facial_recognition = FacialRecognition(
use_camera=False,
headless=True,
disable_liveness=True,
known_faces_dir=args.known_faces_dir,
input_image=None
)
result = facial_recognition.compare_faces(args.compare[0], args.compare[1])
if result['match']:
print(f"\nMatch found! Similarity: {result['similarity']}%")
else:
print(f"\nNo match. Similarity: {result['similarity']}%")
return
# Normal operation mode
use_camera = args.image is None
facial_recognition = FacialRecognition(
known_faces_dir=args.known_faces_dir,
use_camera=use_camera,
input_image=args.image,
headless=args.headless,
disable_liveness=args.disable_liveness
)
facial_recognition.run()
except Exception as e:
print(f"Error: {str(e)}", flush=True)
sys.exit(1)
if __name__ == "__main__":
main()