Jiale/proj_deepface/exp_stream.py

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2024-05-15 18:06:07 +08:00
from deepface import DeepFace
"""
Deepface is a hybrid face recognition package. It currently wraps many state-of-the-art face recognition models:
Model Declared LFW Score
VGG-Face 98.9%
Facenet 99.2%
Facenet512 99.6%
OpenFace 92.9%
DeepID 97.4%
Dlib 99.3%
SFace 99.5%
ArcFace 99.5%
GhostFaceNet 99.7%
Human-beings 97.5%
The default configuration uses VGG-Face model.
"""
DeepFace.stream(
db_path='./face',
model_name = 'Facenet512',
enable_face_analysis = True,
time_threshold=2,
frame_threshold=20, # Given frame_threshold = 20, 如果其在连续的20帧中都检测到人脸则对第20帧的face进行操作age 分析,人脸识别等等)
)