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CavinHuang-comfyui-nodes-docs/docs/PhotoMakerLoader.md
2024-05-15 08:09:49 +08:00

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# Documentation
- Class name: PhotoMakerLoader
- Category: _for_testing/photomaker
- Output node: False
- Repo Ref: https://github.com/comfyanonymous/ComfyUI
PhotoMakerLoader 类负责加载和初始化 PhotoMaker 模型,这是图像处理流程中的关键组件。它抽象了模型加载的复杂性,确保模型使用正确的状态字典正确初始化。
# Input types
## Required
- photomaker_model_name
- photomaker_model_name 参数对于识别要加载的特定模型至关重要。它指导加载器到正确的文件路径,并确保模型被正确实例化以进行后续操作。
- Comfy dtype: str
- Python dtype: str
# Output types
- PHOTOMAKER
- PHOTOMAKER 输出代表已加载的 PhotoMaker 模型,准备用于图像处理任务。它标志着模型与其相关参数和状态的成功初始化。
- Comfy dtype: PhotoMakerIDEncoder
- Python dtype: PhotoMakerIDEncoder
# Usage tips
- Infra type: CPU
# Source code
```
class PhotoMakerLoader:
@classmethod
def INPUT_TYPES(s):
return {'required': {'photomaker_model_name': (folder_paths.get_filename_list('photomaker'),)}}
RETURN_TYPES = ('PHOTOMAKER',)
FUNCTION = 'load_photomaker_model'
CATEGORY = '_for_testing/photomaker'
def load_photomaker_model(self, photomaker_model_name):
photomaker_model_path = folder_paths.get_full_path('photomaker', photomaker_model_name)
photomaker_model = PhotoMakerIDEncoder()
data = comfy.utils.load_torch_file(photomaker_model_path, safe_load=True)
if 'id_encoder' in data:
data = data['id_encoder']
photomaker_model.load_state_dict(data)
return (photomaker_model,)
```