Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
update
Browse files
app.py
CHANGED
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@@ -3,28 +3,31 @@ import kornia as K
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from skimage import io
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from kornia.contrib import ImageStitcher
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import kornia.feature as KF
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def enhance(file_1, file_2):
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img_1 = K.image_to_tensor(io.imread(file_1), False).float() / 255.
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img_2 = K.image_to_tensor(io.imread(file_2), False).float() / 255.
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IS = ImageStitcher(KF.LoFTR(pretrained='outdoor'), estimator='ransac')
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return K.tensor_to_image(result[0])
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examples = [
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['examples/foto1B.jpg'
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]
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inputs = [
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gr.inputs.Image(type='
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gr.inputs.Image(type='
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]
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outputs = [
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gr.outputs.Image(type='
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]
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@@ -34,9 +37,9 @@ demo_app = gr.Interface(
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fn=enhance,
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inputs=inputs,
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outputs=outputs,
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-
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examples=examples,
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live=True,
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theme='
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)
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demo_app.launch()
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from skimage import io
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from kornia.contrib import ImageStitcher
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import kornia.feature as KF
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import torch
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def enhance(file_1, file_2):
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img_1 = K.image_to_tensor(io.imread(file_1), False).float() / 255.
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img_2 = K.image_to_tensor(io.imread(file_2), False).float() / 255.
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IS = ImageStitcher(KF.LoFTR(pretrained='outdoor'), estimator='ransac')
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with torch.no_grad():
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result = IS(img_1, img_2)
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return K.tensor_to_image(result[0])
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examples = [
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['examples/foto1B.jpg',
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'examples/foto1A.jpg'],
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]
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inputs = [
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gr.inputs.Image(type='file', label='Input Image'),
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gr.inputs.Image(type='file', label='Input Image'),
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]
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outputs = [
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gr.outputs.Image(type='file', label='Output Image'),
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]
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fn=enhance,
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inputs=inputs,
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outputs=outputs,
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title=title,
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examples=examples,
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live=True,
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theme='huggingface',
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)
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demo_app.launch(debug=True)
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