Image Stitching
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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.
.. image:: https://raw.githubusercontent.com/kornia/data/main/matching/stitch_before.png
Learn more: https://paperswithcode.com/task/image-stitching/
.. code:: python
from kornia.contrib import ImageStitcher
matcher = KF.LoFTR(pretrained='outdoor')
IS = ImageStitcher(matcher, estimator='ransac').cuda()
# NOTE: it would require a large CPU memory if many images.
with torch.no_grad():
out = IS(*imgs)
.. image:: https://raw.githubusercontent.com/kornia/data/main/panorama/out_panorama.jpg
Explore with your data: https://colab.research.google.com/github/kornia/tutorials/blob/master/source/image_stitching.ipynb
Interactive Demo
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.. raw:: html
Visit the demo on `Hugging Face Spaces `_.