def _load_detectors(self, devices, models):
device_ss, device_fc, device_ag, device_em, device_hp, device_lm = devices
# self.models are used by app.py to display using models
self.models = self._define_models(devices, models)
model_ss, model_fc, model_ag, model_em, model_hp, model_lm = self.models
cpu_extension = self.cpu_extension
plugin_dir = self.plugin_dir
prob_threshold = self.prob_threshold
prob_threshold_face = self.prob_threshold_face
is_async_mode = self.is_async_mode
# Create MobileNet-SSD detection class instance
self.ssd_detection = detectors.SSDetection(
device_ss, model_ss, cpu_extension, plugin_dir, prob_threshold,
is_async_mode)
# Create face_detection class instance
self.face_detectors = detectors.FaceDetection(
device_fc, model_fc, cpu_extension, plugin_dir,
prob_threshold_face, is_async_mode)
# Create face_analytics class instances
self.age_gender_detectors = detectors.AgeGenderDetection(
device_ag, model_ag, cpu_extension, plugin_dir,
prob_threshold_face, is_async_mode)
self.emotions_detectors = detectors.EmotionsDetection(
device_em, model_em, cpu_extension, plugin_dir,
prob_threshold_face, is_async_mode)
self.headpose_detectors = detectors.HeadPoseDetection(
device_hp, model_hp, cpu_extension, plugin_dir, prob_threshold,
is_async_mode)
self.facial_landmarks_detectors = detectors.FacialLandmarksDetection(
device_lm, model_lm, cpu_extension, plugin_dir,
prob_threshold_face, is_async_mode)
def _load_detectors(self):
# Create face_detection class instance
self.face_detectors = detectors.FaceDetection(
self.device_fc, self.model_fc, self.cpu_extension, self.plugin_dir, self.prob_threshold_face)
# Create face_analytics class instances
self.age_gender_detectors = detectors.AgeGenderDetection(
self.device_ag, self.model_ag, self.cpu_extension, self.plugin_dir, self.prob_threshold_face)
def _load_detectors(self):
device_fc, device_hp, = self.devices
self.models = self._define_models()
model_fc, model_hp = self.models
cpu_extension = self.cpu_extension
self.face_detectors = detectors.FaceDetection(device_fc, model_fc,
cpu_extension,
self.plugin_dir,
self.prob_threshold_face,
self.is_async_mode)
def _load_detectors(self):
# Create MobileNet-SSD detection class instance
self.ssd_detection = detectors.SSDetection(
self.device_ss, self.model_ss, self.cpu_extension, self.plugin_dir,
self.prob_threshold, self.is_async_mode)
# Create face_detection class instance
self.face_detectors = detectors.FaceDetection(
self.device_fc, self.model_fc, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)
# Create face_analytics class instances
self.age_gender_detectors = detectors.AgeGenderDetection(
self.device_ag, self.model_ag, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)
def _load_detectors(self, devices, models):
device_fc, device_hp, = devices
# self.models are used by app.py to display using models
self.models = self._define_models(devices, models)
model_fc, model_hp = self.models
cpu_extension = self.cpu_extension
plugin_dir = self.plugin_dir
prob_threshold = self.prob_threshold
prob_threshold_face = self.prob_threshold_face
is_async_mode = self.is_async_mode
# Create face_detection class instance
self.face_detectors = detectors.FaceDetection(device_fc, model_fc,
cpu_extension,
plugin_dir,
prob_threshold_face,
is_async_mode)
# Create face_analytics class instances
self.headpose_detectors = detectors.HeadPoseDetection(
device_hp, model_hp, cpu_extension, plugin_dir, prob_threshold,
is_async_mode)
def _load_detectors(self):
# Create MobileNet-SSD detection class instance
self.ssd_detection = detectors.SSDetection(
self.device_ss, self.model_ss, self.cpu_extension, self.plugin_dir,
self.prob_threshold, self.is_async_mode)
# Create face_detection class instance
self.face_detectors = detectors.FaceDetection(
self.device_fc, self.model_fc, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)
# Create face_analytics class instances
self.age_gender_detectors = detectors.AgeGenderDetection(
self.device_ag, self.model_ag, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)
self.emotions_detectors = detectors.EmotionsDetection(
self.device_em, self.model_em, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)
self.headpose_detectors = detectors.HeadPoseDetection(
self.device_hp, self.model_hp, self.cpu_extension, self.plugin_dir,
self.prob_threshold, self.is_async_mode)
self.facial_landmarks_detectors = detectors.FacialLandmarksDetection(
self.device_lm, self.model_lm, self.cpu_extension, self.plugin_dir,
self.prob_threshold_face, self.is_async_mode)