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32 lines
1.1 KiB
ReStructuredText
32 lines
1.1 KiB
ReStructuredText
Image Stitching
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============================
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Image stitching is the process of combining multiple images with overlapping fields of view to produce a segmented panorama. Here, we provide :py:class:`~kornia.contrib.image_stitching.ImageStitcher` to easily stitch a number of images.
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.. image:: https://raw.githubusercontent.com/kornia/data/main/matching/stitch_before.png
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Learn more: https://paperswithcode.com/task/image-stitching/
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.. code:: python
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from kornia.contrib import ImageStitcher
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matcher = KF.LoFTR(pretrained='outdoor')
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IS = ImageStitcher(matcher, estimator='ransac').cuda()
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# NOTE: it would require a large CPU memory if many images.
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with torch.no_grad():
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out = IS(*imgs)
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.. image:: https://raw.githubusercontent.com/kornia/data/main/panorama/out_panorama.jpg
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Explore with your data: https://colab.research.google.com/github/kornia/tutorials/blob/master/source/image_stitching.ipynb
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Interactive Demo
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----------------
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.. raw:: html
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<gradio-app src="kornia/Image-Stitching"></gradio-app>
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Visit the demo on `Hugging Face Spaces <https://huggingface.co/spaces/kornia/Image-Stitching>`_.
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