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Update app.py
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app.py
CHANGED
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@@ -30,6 +30,7 @@ def inference(image, size):
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try:
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result = model2.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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model2 = RealESRGAN(device, scale=2)
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model2.load_weights('weights/RealESRGAN_x2.pth', download=False)
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result = model2.predict(image.convert('RGB'))
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@@ -37,16 +38,18 @@ def inference(image, size):
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try:
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result = model4.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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model4 = RealESRGAN(device, scale=4)
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model4.load_weights('weights/RealESRGAN_x4.pth', download=False)
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result =
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else:
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try:
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result = model8.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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model8 = RealESRGAN(device, scale=8)
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model8.load_weights('weights/RealESRGAN_x8.pth', download=False)
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result =
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print(f"Image size ({device}): {size} ... OK")
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return result
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try:
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result = model2.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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print(e)
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model2 = RealESRGAN(device, scale=2)
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model2.load_weights('weights/RealESRGAN_x2.pth', download=False)
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result = model2.predict(image.convert('RGB'))
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try:
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result = model4.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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print(e)
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model4 = RealESRGAN(device, scale=4)
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model4.load_weights('weights/RealESRGAN_x4.pth', download=False)
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result = model2.predict(image.convert('RGB'))
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else:
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try:
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result = model8.predict(image.convert('RGB'))
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except torch.cuda.OutOfMemoryError as e:
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print(e)
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model8 = RealESRGAN(device, scale=8)
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model8.load_weights('weights/RealESRGAN_x8.pth', download=False)
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result = model2.predict(image.convert('RGB'))
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print(f"Image size ({device}): {size} ... OK")
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return result
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