Update

Signed-off-by: shiyu22 <shiyu.chen@zilliz.com>

pytorch/__init__.py

@@ -18,4 +18,7 @@ import os
 try:
     import timm
 except ModuleNotFoundError:
-    os.system('pip install timm')
+    os.system('pip install timm')
+
+from timm.data import resolve_data_config
+from timm.data.transforms_factory import create_transform

vit_image_embedding.py

@@ -20,6 +20,7 @@ from PIL import Image
 import torch
 import numpy
 
+
 from towhee.operator import Operator
 
 
@@ -39,11 +40,9 @@ class VitImageEmbedding(Operator):
         sys.path.append(str(Path(__file__).parent))
         if framework == 'pytorch':
             from pytorch.model import Model
-            from timm.data import resolve_data_config
-            from timm.data.transforms_factory import create_transform
         self.model = Model(model_name, weights_path)
-        config = resolve_data_config({}, model=self.model._model)
-        self.tfms = create_transform(**config)
+        config = pytorch.resolve_data_config({}, model=self.model._model)
+        self.tfms = pytorch.create_transform(**config)
 
     def __call__(self, img_path: str) -> NamedTuple('Outputs', [('feature_vector', numpy.ndarray)]):
         Outputs = NamedTuple('Outputs', [('feature_vector', numpy.ndarray)])