Files
insightface/cpp-package/inspireface/python/sample_feature_hub.py

33 lines
937 B
Python

import os
import cv2
import inspireface as ifac
from inspireface.param import *
import numpy as np
import os
def case_feature_hub():
db_path = "test.db"
if os.path.exists(db_path):
os.remove(db_path)
# Configure the feature management system.
feature_hub_config = ifac.FeatureHubConfiguration(
feature_block_num=10,
enable_use_db=True,
db_path=db_path,
search_threshold=0.48,
search_mode=HF_SEARCH_MODE_EAGER,
)
ret = ifac.feature_hub_enable(feature_hub_config)
assert ret, "Failed to enable FeatureHub."
print(ifac.feature_hub_get_face_count())
for i in range(10):
feature = ifac.FaceIdentity(np.random.rand(512), i, "test")
ifac.feature_hub_face_insert(feature)
print(ifac.feature_hub_get_face_count())
assert os.path.exists(db_path), "FeatureHub database file not found."
if __name__ == "__main__":
case_feature_hub()