Update app.py
Browse files
app.py
CHANGED
@@ -24,12 +24,12 @@ scaler_path = os.path.join(script_dir, 'toolkit', 'scaler_X.json')
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rf_model_path = os.path.join(script_dir, 'toolkit', 'rf_model.joblib')
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mlp_model_path = os.path.join(script_dir, 'toolkit', 'mlp_model.keras')
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meta_model_path = os.path.join(script_dir, 'toolkit', 'meta_model.joblib')
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image_path = os.path.join(script_dir, 'toolkit', '
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# Load the scaler and models
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try:
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# Load the scaler
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with open(scaler_path, 'r') as f:
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scaler_params = json.load(f)
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scaler_X = MinMaxScaler()
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scaler_X.scale_ = np.array(scaler_params["scale_"])
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@@ -120,7 +120,9 @@ interface = gr.Interface(
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)
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with gr.Blocks() as demo:
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gr.
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demo.launch()
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rf_model_path = os.path.join(script_dir, 'toolkit', 'rf_model.joblib')
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mlp_model_path = os.path.join(script_dir, 'toolkit', 'mlp_model.keras')
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meta_model_path = os.path.join(script_dir, 'toolkit', 'meta_model.joblib')
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image_path = os.path.join(script_dir, 'toolkit', 'Picture1.png')
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# Load the scaler and models
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try:
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# Load the scaler
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with open(scaler_path, 'r') as f):
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scaler_params = json.load(f)
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scaler_X = MinMaxScaler()
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scaler_X.scale_ = np.array(scaler_params["scale_"])
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)
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with gr.Blocks() as demo:
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with gr.Row():
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interface.render()
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with gr.Row():
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gr.Image(image_path, width=500, height=300) # Adjust the width and height as needed
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demo.launch()
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