          model_filename = ["mtcnn_det_v2.1.h5", "mtcnn_det_v2.2.h5", "mtcnn_det_v2.3.h5"]
          super().__init__(git_model_id=git_model_id, model_filename=model_filename, **kwargs)
          self.name = "MTCNN"
          self.input_size = 640
          self.vram = 320
          self.vram_warnings = 64  # Will run at this with warnings
          self.vram_per_batch = 32
          self.batchsize = self.config["batch-size"]
          self.kwargs = self.validate_kwargs()
          self.color_format = "RGB"
  
      def validate_kwargs(self):
 
</s> remove         self.kwargs = self.validate_kwargs()
 </s> add         self.kwargs = self._validate_kwargs() </s> remove     """ MTCNN detector for face recognition """
    def __init__(self, **kwargs):
 </s> add     """ MTCNN detector for face recognition. """
    def __init__(self, **kwargs) -> None: </s> remove     def validate_kwargs(self):
 </s> add     def _validate_kwargs(self) -> Dict[str, Union[int, float, List[float]]]:
        self.vram = 320 if not self.config["cpu"] else 0
        self.vram_warnings = 64 if not self.config["cpu"] else 0  # Will run at this with warnings
        self.vram_per_batch = 32 if not self.config["cpu"] else 0
          model_filename = ["mtcnn_det_v2.1.h5", "mtcnn_det_v2.2.h5", "mtcnn_det_v2.3.h5"]
          super().__init__(git_model_id=git_model_id, model_filename=model_filename, **kwargs)
          self.name = "MTCNN"
          self.input_size = 640
        self.vram = 320 if not self.config["cpu"] else 0
        self.vram_warnings = 64 if not self.config["cpu"] else 0  # Will run at this with warnings
        self.vram_per_batch = 32 if not self.config["cpu"] else 0
        self.vram = 320 if not self.config["cpu"] else 0
        self.vram_warnings = 64 if not self.config["cpu"] else 0  # Will run at this with warnings
        self.vram_per_batch = 32 if not self.config["cpu"] else 0
        self.vram = 320 if not self.config["cpu"] else 0
        self.vram_warnings = 64 if not self.config["cpu"] else 0  # Will run at this with warnings
        self.vram_per_batch = 32 if not self.config["cpu"] else 0
          self.batchsize = self.config["batch-size"]
          self.kwargs = self.validate_kwargs()
          self.color_format = "RGB"
  
      def validate_kwargs(self):
keep keep keep keep replace replace replace keep keep keep keep keep
 Add CPU option to BiSeNet and MTCNN
  - Add CPU option to KSession
  - MTCNN optimizations
  - Update docs for bisenet + mtcnn 
plugins/extract/detect/mtcnn.py