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Update app.py
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app.py
CHANGED
@@ -6,6 +6,7 @@ from PIL import Image
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import numpy as np
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from utils.utils import load_restore_ckpt, load_embedder_ckpt
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import os
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# Enforce CPU usage
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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@@ -48,7 +49,7 @@ def enhance_image(image, degradation_type=None):
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enhanced_tensor = restorer(input_tensor, text_embedding)
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# Postprocess the output
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return postprocess_image(enhanced_tensor), text
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# Define the Gradio interface
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def inference(image, degradation_type=None):
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@@ -72,7 +73,10 @@ interface = gr.Interface(
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'haze_snow', 'low_haze_rain', 'low_haze_snow'], label="Degradation Type", value="auto") # Manual or auto degradation
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],
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outputs=[
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-
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gr.Textbox(label="Degradation Type") # Display the estimated degradation type
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],
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title="Image Restoration with OneRestore",
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import numpy as np
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from utils.utils import load_restore_ckpt, load_embedder_ckpt
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import os
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from gradio_imageslider import ImageSlider
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# Enforce CPU usage
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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enhanced_tensor = restorer(input_tensor, text_embedding)
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# Postprocess the output
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return (image, postprocess_image(enhanced_tensor)), text
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# Define the Gradio interface
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def inference(image, degradation_type=None):
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'haze_snow', 'low_haze_rain', 'low_haze_snow'], label="Degradation Type", value="auto") # Manual or auto degradation
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],
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outputs=[
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ImageSlider(label="Restored Image",
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type="pil",
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show_download_button=True,
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), # Enhanced image outputImageSlider(type="pil", show_download_button=True, ),
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gr.Textbox(label="Degradation Type") # Display the estimated degradation type
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],
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title="Image Restoration with OneRestore",
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