def detect_faces(self, *args, **kwargs):
""" Detect faces in Multiple Threads """
super().detect_faces(*args, **kwargs)
workers = MultiThread(thread_count=self.batch_size)
workers.in_thread(target=self.detect_thread)
workers.join_threads()
self.queues["out"].put("EOF")
def threaded_io(self, task, io_args=None):
""" Load images in a background thread """
io_args = tuple() if io_args is None else (io_args, )
if task == "load":
func = self.load_images
elif task == "save":
func = self.save_faces
elif task == "reload":
func = self.reload_images
io_thread = MultiThread(thread_count=1)
io_thread.in_thread(func, *io_args)
return io_thread