Jimmy N commited on
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fec1201
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1 Parent(s): 8449415

Create app.py

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Add Gradio app

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  1. app.py +13 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+ from PIL import Image
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+
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+ # Initialize Hugging Face pipeline
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+ pipe = pipeline("image-classification", model="yangy50/garbage-classification")
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+
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+ def classify_image(image):
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+ results = pipe(image)
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+ return {result['label']: result['score'] for result in results}
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+
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+ demo = gr.Interface(fn=classify_image, inputs="image", outputs="label")
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+ demo.launch()