ccwu0918 commited on
Commit
ffd507f
·
1 Parent(s): df32725

Update app.py

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Files changed (1) hide show
  1. app.py +8 -3
app.py CHANGED
@@ -1,15 +1,20 @@
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  import gradio as gr
 
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  import numpy as np
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  import pandas as pd
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  import matplotlib.pyplot as plt
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- from tensorflow import keras
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- from tensorflow.keras import layers
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  def greet(name):
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- model = keras.load_model('my_cnn_model.h5') # Loading the Tensorflow Saved Model (PB)
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  return "Hello " + name + "!!" + model.summary()
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  import gradio as gr
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+
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  import numpy as np
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  import pandas as pd
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  import matplotlib.pyplot as plt
 
 
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+ from tensorflow.keras.applications import ResNet50V2
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+ from tensorflow.keras.models import Sequential, load_model
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+ from tensorflow.keras.layers import Dense
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+ from tensorflow.keras.utils import to_categorical
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+ from tensorflow.keras.applications.resnet_v2 import preprocess_input
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+ from tensorflow.keras.preprocessing.image import load_img, img_to_array
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  def greet(name):
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+ model = load_model('my_cnn_model.h5') # Loading the Tensorflow Saved Model (PB)
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  return "Hello " + name + "!!" + model.summary()
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