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Update app.py
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app.py
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import
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from PIL import Image
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from vit_model_test import CustomModel
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import time # 专拽 诇爪讜专讱 住讬诪讜诇爪讬讛 砖诇 讝诪谉 注讬讘讜讚
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# 住讬诪讜诇爪讬讛 砖诇 讝诪谉 注讬讘讜讚
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time.sleep(1)
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# 讛驻注诇转 讛诪讜讚诇 讻讚讬 诇住讜讜讙 讗转 讛转诪讜谞讛
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label, confidence = model.predict(image)
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result = "AI image" if label == 1 else "Real image"
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return result, f"Confidence: {confidence:.2f}%"
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def loading_animation(image):
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# 诪爪讬讙 讜讬讚讗讜 注讚 砖转讜爪讗转 讛诪讜讚诇 诪转拽讘诇转
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return gr.Video.update(visible=True), "", ""
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def show_results(image):
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# 诪驻注讬诇 讗转 讛诪讜讚诇 讜诪讞讝讬专 讗转 讛转讜爪讗讜转
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result, confidence = predict(image)
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return gr.Video.update(visible=True), result, confidence
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# 讬爪讬专转 诪诪砖拽 Gradio
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with gr.Blocks() as demo:
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with gr.Row():
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# 拽诇讟 转诪讜谞讛
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image_input = gr.Image(type="pil", label="Upload an image")
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# 讜讬讚讗讜 讗谞讬诪爪讬讛 (诪讜住转专 讘讛转讞诇讛)
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animation = gr.Video("https://cdn-uploads.huggingface.co/production/uploads/66d6f1b3b50e35e1709bfdf7/x7Ud8PO9QPfmrTvBVcCKE.mp4", visible=False)
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# 转讜爪讗讜转 (诪讜住转专讜转 讘讛转讞诇讛)
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output_label = gr.Textbox(label="Classification Result", interactive=False, visible=False)
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output_confidence = gr.Textbox(label="Confidence", interactive=False, visible=False)
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# 讗讬专讜注讬诐
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image_input.change(loading_animation, inputs=image_input, outputs=[animation, output_label, output_confidence])
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image_input.change(show_results, inputs=image_input, outputs=[animation, output_label, output_confidence])
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# 讛砖拽转 讛诪诪砖拽
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demo.launch()
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import os
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if os.path.exists("https://cdn-uploads.huggingface.co/production/uploads/66d6f1b3b50e35e1709bfdf7/x7Ud8PO9QPfmrTvBVcCKE.mp4"):
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print("The video file exists.")
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else:
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print("The video file does not exist.")
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