Update kornia requirement from ~=0.6.10 to ~=0.6.12

[dependabot]

Updates the requirements on kornia to permit the latest version.

Release notes

Sourced from kornia's releases.

v0.6.12 ImagePrompter API (SAM), Guided Filter and bugfixes

Highlights

ImagePrompter API

In this release we have added a new ImagePrompter API that settles the basis as a foundational api for the task to query geometric information to images inspired by LLM. We leverage the ImagePrompter API via the Segment Anything (SAM) making the model more accessible, packaged and well maintained for industry standards.

Check the full tutorial: https://github.com/kornia/tutorials/blob/master/nbs/image_prompter.ipynb

import kornia as K
from kornia.contrib.image_prompter import ImagePrompter
from kornia.geometry.keypoints import Keypoints
from kornia.geometry.boxes import Boxes
image: Tensor = K.io.load_image("soccer.jpg", ImageLoadType.RGB32, "cuda")
Load the prompter
prompter = ImagePrompter(config, device="cuda")
set the image: This will preprocess the image and already generate the embeddings of it
prompter.set_image(image)
Generate the prompts
keypoints = Keypoints(torch.tensor([[[500, 375]]], device="cuda")) # BxNx2
For the keypoints label: 1 indicates a foreground point; 0 indicates a background point
keypoints_labels = torch.tensor([[1]], device="cuda") # BxN
boxes = Boxes(
torch.tensor([[[[425, 600], [425, 875], [700, 600], [700, 875]]]], device="cuda"), mode='xyxy'
)
Runs the prediction with all prompts
prediction = prompter.predict(
keypoints=keypoints,
keypoints_labels=keypoints_labels,
boxes=boxes,
multimask_output=True,
)

Guided Blurring

Blur images by preserving edges via Bilateral and Guided Blurring -> https://kornia.readthedocs.io/en/latest/filters.html#kornia.filters.guided_blur

... (truncated)

Commits

• bfb2a83 bump version 0.6.12 (#2339)
• 0d0e8fc Fix params name on ImagePrompter example (#2340)
• c235c7d make api docs more visible (#2334)
• e52840a [feat] add segment anything base (#2315)
• d85fcdf Use separable filter2d for box filter (#2328)
• e6b8b7e Ensure support to torch 2.0 (#2272)
• 954156b [pre-commit.ci] pre-commit suggestions (#2318)
• 6f8088f fix missing geometry.keypoints docs (#2332)
• 4abc47b add keypoints to the docs (#2330)
• b8a9c38 update imagegen (#2331)
• Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

• @dependabot rebase will rebase this PR
• @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
• @dependabot merge will merge this PR after your CI passes on it
• @dependabot squash and merge will squash and merge this PR after your CI passes on it
• @dependabot cancel merge will cancel a previously requested merge and block automerging
• @dependabot reopen will reopen this PR if it is closed
• @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
• @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)

[codecov-commenter]

Codecov Report

Merging #2170 (b21df55) into main (d879770) will increase coverage by 0.59%.
The diff coverage is n/a.

❗ Your organization is not using the GitHub App Integration. As a result you may experience degraded service beginning May 15th. Please install the Github App Integration for your organization. Read more.

@@            Coverage Diff             @@
##             main    #2170      +/-   ##
==========================================
+ Coverage   85.03%   85.62%   +0.59%     
==========================================
  Files         297      297              
  Lines       26520    26520              
  Branches     4864     4864              
==========================================
+ Hits        22552    22709     +157     
+ Misses       2749     2572     -177     
- Partials     1219     1239      +20     

see 3 files with indirect coverage changes

[beat-buesser]

@dependabot rebase

[beat-buesser]

@dependabot rebase

[beat-buesser]

@dependabot rebase