kicap/multiple_face_recognition
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This commit is contained in:
Naufalakram
2024-04-12 22:07:48 +08:00
parent 4b340095a6
commit c1514a4b2e
26 changed files with 913 additions and 573 deletions
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5
main.py
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@ -16,7 +16,7 @@ today_date = time.strftime("%d/%m/%Y")
with open(absensi_file, 'r') as f:
data = json.load(f)
def face_confidence(face_distance, face_match_threshold=0.6):
def face_confidence(face_distance, face_match_threshold=0.6): #jika nilai face distance lebih kecil dari 0.6
range = (1.0 - face_match_threshold)
linear_val = (1.0 - face_distance) / (range * 2.0)
@ -26,6 +26,7 @@ def face_confidence(face_distance, face_match_threshold=0.6):
value = (linear_val + ((1.0 - linear_val) * math.pow((linear_val - 0.5) * 2, 0.2))) * 100
return str(round(value, 2)) + "%"
# melakukan fungsi face recognition
class FaceRecognition:
face_locations = []
face_encodings = []
@ -59,7 +60,7 @@ class FaceRecognition:
sys.exit('Video capture is not opened')
no_face_timer = 0
no_face_threshold = 5 # Adjust this to your desired timeout in seconds
no_face_threshold = 60 # Adjust this to your desired timeout in seconds
while True:
ret, frame = video_capture.read()