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7d764e2
1
Parent(s):
3e6ffb6
Fix: ensure image is PIL.Image for Hugging Face pipeline
Browse files
app.py
CHANGED
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@@ -1,10 +1,20 @@
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import gradio as gr
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from transformers import pipeline
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model = pipeline("image-classification", model="wellCh4n/tomato-leaf-disease-classification-vit")
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def classify(image):
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result = model(image)
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return result
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gr.Interface(
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import gradio as gr
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from transformers import pipeline
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from PIL import Image # ✅ make sure PIL is imported
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# Load your model
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model = pipeline("image-classification", model="wellCh4n/tomato-leaf-disease-classification-vit")
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def classify(image):
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if not isinstance(image, Image.Image):
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image = Image.fromarray(image) # fallback, just in case
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result = model(image)
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return result[0]['label'] # return top label
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gr.Interface(
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fn=classify,
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inputs=gr.Image(type="pil"),
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outputs="label",
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title="Tomato Leaf Disease Analyzer",
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description="Upload a tomato leaf image to detect the disease."
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).launch()
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