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Update app.py
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app.py
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from transformers import pipeline
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import gradio as gr
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from PIL import ExifTags
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#
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# --- Prediksi model ---
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results = classifier(image)
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label = results[0]["label"]
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score = results[0]["score"] * 100
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if "fake" in label.lower():
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verdict = "🚨 Kemungkinan besar Hasil AI"
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else:
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verdict = "📷 Kemungkinan besar Foto Asli"
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return f"""{verdict}
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Label Model: {label}
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Confidence: {score:.2f}%
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Cek Metadata: {exif_result}
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"""
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# Gradio app
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iface = gr.Interface(
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fn=detect_image,
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inputs=gr.Image(type="pil"),
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outputs="text",
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title="AI Image Detector (Gratis)",
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description="Upload gambar untuk mendeteksi apakah foto asli atau hasil AI"
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)
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iface.launch()
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from transformers import pipeline
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# Menggunakan model publik dan gratis untuk klasifikasi gambar.
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# Model 'orpatashnik/image-real-fake' diganti karena tidak dapat diakses.
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classifier = pipeline("image-classification", model="google/vit-base-patch16-224")
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# Ini adalah contoh penggunaan, Anda bisa mengadaptasi sesuai kebutuhan.
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# Contoh: Melakukan klasifikasi pada file gambar.
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# from PIL import Image
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# import requests
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# url = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/cat-dog.jpg"
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# image = Image.open(requests.get(url, stream=True).raw)
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# result = classifier(image)
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# print(result)
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