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)