damccorm commented on code in PR #28777:
URL: https://github.com/apache/beam/pull/28777#discussion_r1346314366


##########
examples/notebooks/beam-ml/automatic_model_refresh.ipynb:
##########
@@ -132,8 +119,6 @@
         "from typing import Tuple\n",
         "\n",
         "import apache_beam as beam\n",
-        "from apache_beam.examples.inference.tensorflow_imagenet_segmentation 
import PostProcessor\n",
-        "from apache_beam.examples.inference.tensorflow_imagenet_segmentation 
import read_image\n",

Review Comment:
   Right now, read_image is still called, but its not defined anywhere. 
Originally we imported it, but that's fragile since the example could 
change/doesn't have rigorous API guarantees. We should define the function next 
to its usage instead



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