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Update app.py
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app.py
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@@ -10,25 +10,35 @@ import os
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openai.api_key = os.getenv('OPENAI_API_KEY')
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class_labels = [
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"Algae",
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"Bubbles and blisters",
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"Cracks",
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"
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"Fungus",
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"Patchiness",
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"Peeling",
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"Poor Hiding",
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"Shade Variation"
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]
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def encode_image(image_path):
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode("utf-8")
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@st.cache_resource
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def load_trained_model():
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return load_model('my_model12.h5')
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loaded_model = load_trained_model()
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openai.api_key = os.getenv('OPENAI_API_KEY')
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# class_labels = [
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# "Algae",
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# "Bubbles and blisters",
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# "Cracks",
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# "Efflorescence",
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# "Fungus",
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# "Patchiness",
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# "Peeling",
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# "Poor Hiding",
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# "Shade Variation"
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# ]
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class_labels = [
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"Algae",
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"Cracks",
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"Effloroscence"
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"Fungus",
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"Peeling",
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]
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def encode_image(image_path):
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode("utf-8")
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@st.cache_resource
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def load_trained_model():
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# return load_model('my_model12.h5')
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return load_model('my_new_model12.h5')
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loaded_model = load_trained_model()
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