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Update app.py

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  1. app.py +29 -1
app.py CHANGED
@@ -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 ไป‹้ข่จญๅฎš๏ผˆ้›™่ชž็‰ˆ๏ผ‰
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  gradio_app = gr.Interface(
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  fn=predict,
@@ -23,7 +50,8 @@ gradio_app = gr.Interface(
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  title="FaceAIorNot ๏ฝœ ็œŸไบบ่‡‰๏ผŒ้‚„ๆ˜ฏ AI ็”Ÿๆˆ่‡‰๏ผŸ",
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  description=(
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  "๐Ÿค– Upload or take a face photo to see if it's AI-generated or real.\n"
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- "๐Ÿง‘ ไธŠๅ‚ณๆˆ–ๆ‹ๆ”ไธ€ๅผต่‡‰้ƒจ็…ง็‰‡๏ผŒๅˆคๆ–ทๆ˜ฏ็œŸไบบ้‚„ๆ˜ฏ AI ๅˆๆˆๅœ–ใ€‚"
 
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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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+ # ๆจกๅž‹่ชชๆ˜Ž่ˆ‡ๅ…่ฒฌ่ฒๆ˜Ž
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+ model_card = """
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+ ## ๐Ÿง  Model Description / ๆจกๅž‹็ฐกไป‹
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+
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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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+
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+ ๆœฌๆจกๅž‹ๆ˜ฏไปฅ `microsoft/swin-tiny-patch4-window7-224` ๅพฎ่ชฟ่จ“็ทด่€Œๆˆ๏ผŒๅฏๅฐ‡่‡‰้ƒจๅœ–็‰‡ๅˆ†้กž็‚บใ€ŒAI็”Ÿๆˆใ€ๆˆ–ใ€Œ้žAI็”Ÿๆˆใ€ใ€‚
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+
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+ ### ๐Ÿ“Š Evaluation Results / ๆจกๅž‹่ฉ•ไผฐ
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+
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+ - Accuracy ๆบ–็ขบ็އ: **99.35%**
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+ - Precision ็ฒพ็ขบ็އ: **99.25%**
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+ - Recall ๅฌๅ›ž็އ: **99.47%**
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+ - F1-score: **99.36%**
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+ - Loss: **0.0233**
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+
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+ ่จ“็ทด่ณ‡ๆ–™ๅŒ…ๅซ 105,330 ๅผต่‡‰้ƒจๅœ–็‰‡๏ผˆ50% ็‚บ็œŸๅฏฆ่‡‰้ƒจ๏ผŒ50% ็‚บ AI ๅˆๆˆ่‡‰๏ผ‰๏ผŒไพ†่‡ช 17 ๅ€‹่ณ‡ๆ–™้›†ใ€14 ็จฎ AI ็”ŸๆˆๆŠ€่ก“๏ผŒ90% ไฝœ็‚บ่จ“็ทด้›†ใ€10% ็‚บๆธฌ่ฉฆ้›†ใ€‚
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+
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+ ### โš ๏ธ Disclaimer / ๅ…่ฒฌ่ฒๆ˜Ž
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+
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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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+
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+ ๆœฌๆจกๅž‹ๅƒ…ไพ›็ ”็ฉถ่ˆ‡ๆ•™่‚ฒ็”จ้€”ๅƒ่€ƒ๏ผŒ**็ตๆžœ้ž็™พๅˆ†ไน‹็™พๆบ–็ขบ๏ผŒ่ซ‹ๅ‹ฟ็”จๆ–ผ่บซๅˆ†้ฉ—่ญ‰ใ€ๆณ•ๅพ‹ๅˆคๆ–ทใ€ๅ…ฌ้–‹ๆญ้œฒ็ญ‰้‡่ฆ็”จ้€”**ใ€‚
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+ """
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+
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  # Gradio ไป‹้ข่จญๅฎš๏ผˆ้›™่ชž็‰ˆ๏ผ‰
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  gradio_app = gr.Interface(
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  fn=predict,
 
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  title="FaceAIorNot ๏ฝœ ็œŸไบบ่‡‰๏ผŒ้‚„ๆ˜ฏ AI ็”Ÿๆˆ่‡‰๏ผŸ",
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  description=(
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  "๐Ÿค– Upload or take a face photo to see if it's AI-generated or real.\n"
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+ "๐Ÿง‘ ไธŠๅ‚ณๆˆ–ๆ‹ๆ”ไธ€ๅผต่‡‰้ƒจ็…ง็‰‡๏ผŒๅˆคๆ–ทๆ˜ฏ็œŸไบบ้‚„ๆ˜ฏ AI ๅˆๆˆๅœ–ใ€‚\n\n"
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+ + model_card
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  ),
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  allow_flagging="never"
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  )