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kerzel commited on
Commit
b94e2bc
·
1 Parent(s): 3c5471d

change to TFSMLayer for legacy models

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Files changed (16) hide show
  1. .gitattributes +1 -0
  2. app.py +12 -2
  3. rwthmaterials_dp800_network1_inclusion.tgz +3 -0
  4. rwthmaterials_dp800_network1_inclusion/fingerprint.pb +3 -0
  5. rwthmaterials_dp800_network1_inclusion/keras_metadata.pb +3 -0
  6. rwthmaterials_dp800_network1_inclusion/saved_model.pb +3 -0
  7. rwthmaterials_dp800_network1_inclusion/variables/variables.data-00000-of-00001 +3 -0
  8. rwthmaterials_dp800_network1_inclusion/variables/variables.index +0 -0
  9. rwthmaterials_dp800_network1_inclusion_converted.h5 +3 -0
  10. rwthmaterials_dp800_network2_damage.tgz +3 -0
  11. rwthmaterials_dp800_network2_damage/fingerprint.pb +3 -0
  12. rwthmaterials_dp800_network2_damage/keras_metadata.pb +3 -0
  13. rwthmaterials_dp800_network2_damage/saved_model.pb +3 -0
  14. rwthmaterials_dp800_network2_damage/variables/variables.data-00000-of-00001 +3 -0
  15. rwthmaterials_dp800_network2_damage/variables/variables.index +0 -0
  16. rwthmaterials_dp800_network2_damage_converted.h5 +3 -0
.gitattributes CHANGED
@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  *.png filter=lfs diff=lfs merge=lfs -text
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  *.keras filter=lfs diff=lfs merge=lfs -text
 
 
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  *.png filter=lfs diff=lfs merge=lfs -text
37
  *.keras filter=lfs diff=lfs merge=lfs -text
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+ *.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
app.py CHANGED
@@ -11,6 +11,14 @@ import logging
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  logging.getLogger().setLevel(logging.INFO)
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  from tensorflow import keras
 
 
 
 
 
 
 
 
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  #image_threshold = 20
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@@ -23,7 +31,8 @@ DEFAULT_IMAGE_PATH = "SE_001_cut.png"
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  model1_windowsize = [250,250]
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  #model1_threshold = 0.7
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- model1 = keras.models.load_model('rwthmaterials_dp800_network1_inclusion.keras')
 
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  #model1.compile()
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  damage_classes = {3: "Martensite",2: "Interface",0:"Notch",1:"Shadowing"}
@@ -31,7 +40,8 @@ damage_classes = {3: "Martensite",2: "Interface",0:"Notch",1:"Shadowing"}
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  model2_windowsize = [100,100]
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  #model2_threshold = 0.5
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- model2 = keras.models.load_model('rwthmaterials_dp800_network2_damage.keras')
 
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  #model2.compile()
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  logging.getLogger().setLevel(logging.INFO)
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  from tensorflow import keras
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+ #import keras
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+ # print(keras.__version__)
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+ # print(keras.__file__)
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+
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+ from keras.layers import TFSMLayer
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+
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+
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+
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  #image_threshold = 20
24
 
 
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  model1_windowsize = [250,250]
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  #model1_threshold = 0.7
33
 
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+ #model1 = keras.models.load_model('rwthmaterials_dp800_network1_inclusion_converted.h5')
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+ model1 = TFSMLayer('rwthmaterials_dp800_network1_inclusion', call_endpoint='serving_default')
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  #model1.compile()
37
 
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  damage_classes = {3: "Martensite",2: "Interface",0:"Notch",1:"Shadowing"}
 
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  model2_windowsize = [100,100]
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  #model2_threshold = 0.5
42
 
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+ #model2 = keras.models.load_model('rwthmaterials_dp800_network2_damage_converted.h5')
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+ model2 = TFSMLayer('rwthmaterials_dp800_network2_damage', call_endpoint='serving_default')
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  #model2.compile()
46
 
47
 
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