Update app.py
Browse files
app.py
CHANGED
@@ -12,7 +12,7 @@ model8 = RealESRGAN(device, scale=8)
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model8.load_weights('weights/RealESRGAN_x8.pth', download=True)
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def
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global model2
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global model4
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global model8
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@@ -55,19 +55,35 @@ def inference(image, size):
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return result
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title = "RealESRGAN UpScale Model: 2x 4x 8x"
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description = "This model running on cpu so it takes bit time,so pls be patient :)"
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gr.Interface(
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model8.load_weights('weights/RealESRGAN_x8.pth', download=True)
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def inference_image(image, size):
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global model2
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global model4
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global model8
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return result
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input_image = gr.Image(type='pil', label='Input Image')
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input_model_image = gr.Radio(['2x', '4x', '8x'], type="value", value="4x", label="Model Upscale/Enhance Type")
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submit_image_button = gr.Button('Submit')
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output_image = gr.Image(type="filepath", label="Output Image")
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tab_img = gr.Interface(
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fn=inference_image,
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inputs=[input_image, input_model_image, face_enhance_image, outscale_image, fp32_image, extension_image],
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outputs=output_image,
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title="Real-ESRGAN Pytorch",
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description="Gradio UI for Real-ESRGAN Pytorch version. To use it, simply upload your image, or click one of examples and choose the model. Read more at the links below. Please click submit only once <br><p style='text-align: center'><a href='https://arxiv.org/abs/2107.10833'>Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data</a> | <a href='https://github.com/ai-forever/Real-ESRGAN'>Github Repo</a></p>"
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)
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input_video = gr.Video(type="filepath", label='Input Video')
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input_model_video = gr.Radio(['2x', '4x', '8x'], type="value", value="4x", label="Model Upscale/Enhance Type")
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submit_video_button = gr.Button('Submit')
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output_video = gr.Video(type="filepath", label='Output Video')
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tab_vid = gr.Interface(
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fn=inference_video,
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inputs=[input_video, input_model_video],
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outputs=output_video,
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title="Real-ESRGAN Pytorch",
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description="Gradio UI for Real-ESRGAN Pytorch version. To use it, simply upload your video, or click one of examples and choose the model. Read more at the links below. Please click submit only once <br><p style='text-align: center'><a href='https://arxiv.org/abs/2107.10833'>Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data</a> | <a href='https://github.com/ai-forever/Real-ESRGAN'>Github Repo</a></p>"
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)
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demo = gr.TabbedInterface([tab_img, tab_vid], ["Image", "Video"])
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demo.launch(debug=True, show_error=True)
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