Ivan Andrianto commited on
Commit
68d627f
·
1 Parent(s): 883a0c3

Add application file

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Files changed (1) hide show
  1. app.py +17 -0
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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+
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+
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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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+
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+ image = Image.fromarray(input_image)
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+ print(pipe(image))
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+
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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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+
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+
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+ iface = gr.Interface(fn=get_result_by_image, inputs="image", outputs="text")
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+ iface.launch()