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SagarPuniyani
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Update app.py
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app.py
CHANGED
@@ -2,6 +2,13 @@ from pathlib import Path
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from fastai.vision.all import *
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import gradio as gr
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# Correctly format the path for Windows
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model_path = Path(r'efficientnet_b3_model.pkl')
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@@ -19,7 +26,8 @@ interface = gr.Interface(
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inputs=gr.Image(type="pil"),
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outputs=gr.Label(num_top_classes=3),
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title="EfficientNet B3 Image Classifier",
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-
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)
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from fastai.vision.all import *
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import gradio as gr
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examples = [
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["data/WBC-Benign-017.jpg"], # Replace with the actual paths to your images
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["data/WBC-Benign-030.jpg"],
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["data/WBC-Malignant-Early-027.jpg"],
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["data/WBC-Malignant-Pre-019.jpg"],
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["data/WBC-Malignant-Pro-027.jpg"]
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]
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# Correctly format the path for Windows
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model_path = Path(r'efficientnet_b3_model.pkl')
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inputs=gr.Image(type="pil"),
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outputs=gr.Label(num_top_classes=3),
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title="EfficientNet B3 Image Classifier",
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examples= examples,
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description="Upload an image to classify using the trained EfficientNet B3 model.",
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)
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