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Ivan Andrianto
commited on
Commit
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68d627f
1
Parent(s):
883a0c3
Add application file
Browse files
app.py
ADDED
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from transformers import pipeline
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from PIL import Image
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import gradio as gr
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def get_result_by_image(input_image: gr.Image) -> dict:
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pipe = pipeline("image-classification", model="ivandrian11/vit-fruit-classifier")
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image = Image.fromarray(input_image)
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print(pipe(image))
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sorted_data = sorted(pipe(image), key=lambda x: x["score"], reverse=True)
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return sorted_data[0]
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iface = gr.Interface(fn=get_result_by_image, inputs="image", outputs="text")
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iface.launch()
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