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Duplicate from umm-maybe/AI-image-detector

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Co-authored-by: Matthew Maybe <umm-maybe@users.noreply.huggingface.co>

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  1. .gitattributes +31 -0
  2. README.md +13 -0
  3. app.py +14 -0
  4. requirements.txt +3 -0
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README.md ADDED
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+ ---
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+ title: AI Image Detector
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+ emoji: 🚀
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+ colorFrom: purple
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+ colorTo: gray
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+ sdk: gradio
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+ sdk_version: 3.4.1
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+ app_file: app.py
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+ pinned: false
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+ duplicated_from: umm-maybe/AI-image-detector
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ pipe = pipeline("image-classification", "umm-maybe/AI-image-detector")
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+
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+ def image_classifier(image):
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+ outputs = pipe(image)
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+ results = {}
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+ for result in outputs:
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+ results[result['label']] = result['score']
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+ return results
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+
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+ demo = gr.Interface(fn=image_classifier, inputs=gr.Image(type="pil"), outputs="label")
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+ demo.launch()
requirements.txt ADDED
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+ torch
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+ transformers
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+ pillow