code: def __init__(
      self, device: str = "cpu", *, use_half: bool = False
  ) -> None:
      if load_model_and_preprocess is None:
          raise ValueError("`salesforce-lavis` is needed for `BLIPAPI`")
      kw = dict(
          name="blip_caption",
          model_type="base_coco",
          is_eval=True,
          device=device,
      )
      self.device = device
      self.model, self.processors, _ = load_model_and_preprocess(**kw)
  
imports: import torch
  from PIL import Image
  from cftool.cv import to_rgb
label_desc: Use image node_id 1 to create a new BLIPAPI object  with example: obj = BLIPAPI(device)