unnati026 commited on
Commit
360e937
·
1 Parent(s): 04bc53d

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +2 -1
app.py CHANGED
@@ -109,10 +109,11 @@ for i in range(1, 11):
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  epochs = st.sidebar.slider("Epochs", 1, 5, 2, help="Number of training epochs")
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  steps_per_epoch = st.sidebar.slider("Steps per Epoch", 1, 100, 50, help="Number of steps per epoch")
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  weight = st.sidebar.slider("Weight", 0.01, 0.1, 0.02, step=0.01, help="Weight for gradient ascent")
 
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  if uploaded_file is not None:
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  # Load and preprocess the uploaded image
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- input_image = load_image(uploaded_file, max_dim=250)
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  preprocessed_image = inception_v3.preprocess_input(input_image)
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  # Create Inception model and modify for deep dream
 
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  epochs = st.sidebar.slider("Epochs", 1, 5, 2, help="Number of training epochs")
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  steps_per_epoch = st.sidebar.slider("Steps per Epoch", 1, 100, 50, help="Number of steps per epoch")
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  weight = st.sidebar.slider("Weight", 0.01, 0.1, 0.02, step=0.01, help="Weight for gradient ascent")
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+ max_dim = st.sidebar.slider("Image Size", 128, 1024, 300, help='Choose maximum dimension of image.\nNote: Higher size will take longer to be generated.')
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  if uploaded_file is not None:
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  # Load and preprocess the uploaded image
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+ input_image = load_image(uploaded_file, max_dim=max_dim)
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  preprocessed_image = inception_v3.preprocess_input(input_image)
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  # Create Inception model and modify for deep dream