from ..utils import common_annotator_call, annotator_ckpts_path, HF_MODEL_NAME, create_node_input_types import comfy.model_management as model_management class Zoe_Depth_Map_Preprocessor: @classmethod def INPUT_TYPES(s): return create_node_input_types() RETURN_TYPES = ("IMAGE",) FUNCTION = "execute" CATEGORY = "ControlNet Preprocessors/Normal and Depth Map" def execute(self, image, resolution=512, **kwargs): from controlnet_aux.zoe import ZoeDetector model = ZoeDetector.from_pretrained(HF_MODEL_NAME, cache_dir=annotator_ckpts_path).to(model_management.get_torch_device()) out = common_annotator_call(model, image, resolution=resolution) del model return (out, ) NODE_CLASS_MAPPINGS = { "Zoe-DepthMapPreprocessor": Zoe_Depth_Map_Preprocessor } NODE_DISPLAY_NAME_MAPPINGS = { "Zoe-DepthMapPreprocessor": "Zoe - Depth Map" }