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Update app.py
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app.py
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@@ -12,6 +12,33 @@ def predict(input_img):
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predictions = pipe(input_img)
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return input_img, {p["label"]: p["score"] for p in predictions}
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# Gradio ไป้ข่จญๅฎ๏ผ้่ช็๏ผ
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gradio_app = gr.Interface(
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fn=predict,
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@@ -23,7 +50,8 @@ gradio_app = gr.Interface(
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title="FaceAIorNot ๏ฝ ็ไบบ่๏ผ้ๆฏ AI ็ๆ่๏ผ",
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description=(
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"๐ค Upload or take a face photo to see if it's AI-generated or real.\n"
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"๐ง ไธๅณๆๆๆไธๅผต่้จ็
ง็๏ผๅคๆทๆฏ็ไบบ้ๆฏ AI
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),
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allow_flagging="never"
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)
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predictions = pipe(input_img)
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return input_img, {p["label"]: p["score"] for p in predictions}
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# ๆจกๅ่ชชๆ่ๅ
่ฒฌ่ฒๆ
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model_card = """
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## ๐ง Model Description / ๆจกๅ็ฐกไป
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This model is a fine-tuned version of `microsoft/swin-tiny-patch4-window7-224` on the imagefolder dataset.
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It classifies face images into two categories: **AI-generated** and **Not AI-generated**.
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ๆฌๆจกๅๆฏไปฅ `microsoft/swin-tiny-patch4-window7-224` ๅพฎ่ชฟ่จ็ทด่ๆ๏ผๅฏๅฐ่้จๅ็ๅ้ก็บใAI็ๆใๆใ้AI็ๆใใ
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### ๐ Evaluation Results / ๆจกๅ่ฉไผฐ
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- Accuracy ๆบ็ขบ็: **99.35%**
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- Precision ็ฒพ็ขบ็: **99.25%**
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- Recall ๅฌๅ็: **99.47%**
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- F1-score: **99.36%**
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- Loss: **0.0233**
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่จ็ทด่ณๆๅ
ๅซ 105,330 ๅผต่้จๅ็๏ผ50% ็บ็ๅฏฆ่้จ๏ผ50% ็บ AI ๅๆ่๏ผ๏ผไพ่ช 17 ๅ่ณๆ้ใ14 ็จฎ AI ็ๆๆ่ก๏ผ90% ไฝ็บ่จ็ทด้ใ10% ็บๆธฌ่ฉฆ้ใ
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### โ ๏ธ Disclaimer / ๅ
่ฒฌ่ฒๆ
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This model is for research and educational use.
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It may not be 100% accurate, and **should not be used for critical decisions, such as identity verification, legal judgement, or public shaming**.
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ๆฌๆจกๅๅ
ไพ็ ็ฉถ่ๆ่ฒ็จ้ๅ่๏ผ**็ตๆ้็พๅไน็พๆบ็ขบ๏ผ่ซๅฟ็จๆผ่บซๅ้ฉ่ญใๆณๅพๅคๆทใๅ
ฌ้ๆญ้ฒ็ญ้่ฆ็จ้**ใ
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"""
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# Gradio ไป้ข่จญๅฎ๏ผ้่ช็๏ผ
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gradio_app = gr.Interface(
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fn=predict,
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title="FaceAIorNot ๏ฝ ็ไบบ่๏ผ้ๆฏ AI ็ๆ่๏ผ",
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description=(
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"๐ค Upload or take a face photo to see if it's AI-generated or real.\n"
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"๐ง ไธๅณๆๆๆไธๅผต่้จ็
ง็๏ผๅคๆทๆฏ็ไบบ้ๆฏ AI ๅๆๅใ\n\n"
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+ model_card
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),
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allow_flagging="never"
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)
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