def __init__(self, db_path, trained_face_dir):
super(FaceCenterOf, self).__init__(db_path, trained_face_dir)
self._log = log_center.make_logger(__name__, logging.DEBUG)
self._trained_face_dir = trained_face_dir
self._face_db = faceapi.database.make_db_manager(db_path)
self._face_detector = faceapi.detecter.make_detector()
self._face_eigener = faceapi.eigener.make_eigener()
self._face_classifier = faceapi.classifier.make_classifier(db_path)
def __init__(self, db_file, trained_face_dir):
super(FaceCenterOf, self).__init__(db_file, trained_face_dir)
self._log = log_center.make_logger(__name__, logging.DEBUG)
self._trained_face_dir = trained_face_dir
if not os.path.exists(trained_face_dir):
os.makedirs(trained_face_dir)
self._save_result = False
self._face_db = faceapi.database.make_db_manager(db_file)
self._face_detector = faceapi.detecter.make_detector()
self._face_eigener = faceapi.eigener.make_eigener()
self._face_classifier = faceapi.classifier.make_classifier(db_file)
self._training_id = -1
self._trainint_name = ''
self._trainint_cb = None
def __init__(self, db_file=_DB_FILE):
super(DbManagerOpenface, self).__init__(db_file)
self._db_file = db_file
self._log = log_center.make_logger(__name__, logging.INFO)
self._log.info("db_file: {}".format(db_file))
dir = os.path.dirname(db_file)
if not os.path.exists(dir):
os.makedirs(dir)
try:
with sqlite3.connect(self._db_file) as db:
cur = db.cursor()
cur.execute(_SQL_CMD_CREATE_TAB + _SQL_TABLE_FACE)
db.commit()
except sqlite3.Error as e:
self._log.error(str(e))
def __init__(self, db_file):
super(ClassifierOf, self).__init__(db_file)
self._log = log_center.make_logger(__name__, logging.INFO)
self._face_db = faceapi.database.make_db_manager(db_file)
db_dir = os.path.dirname(os.path.realpath(db_file))
svm_dir = os.path.join(db_dir, 'svm')
self._svm_file = os.path.join(svm_dir, _DEFAULT_SVM_FILE_NAME)
if not os.path.exists(svm_dir):
os.makedirs(svm_dir)
self._db_dict = {}
for info in self._face_db.dbList():
h = info['hash'].encode('ascii', 'ignore')
info.pop("hash", None)
self._db_dict[h] = info
if os.path.isfile(self._svm_file):
self._log.info("Load saved svm result")
self._svm = joblib.load(self._svm_file)
else:
self._log.info("No saved svm, update from db")
self.updateDB()
def __init__(self):
super(EigenerOf, self).__init__()
self._log = log_center.make_logger(__name__, logging.DEBUG)
def __init__(self, dir_path):
super(ClassifierOf, self).__init__(dir_path)
self._log = log_center.make_logger(__name__, logging.INFO)
self._face_db = faceapi.database.make_db_manager(dir_path)
self.updateDB()
def __init__(self):
super(FaceDetectorOf, self).__init__()
self._logger = log_center.make_logger(__name__, logging.INFO)