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github.com/kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI
https://github.com/kornia/kornia

Adds conversions between graphics and vision coordinate frames (#1823)

* conversions between graphics and vision coordinate frames

Co-authored-by: pre-commit-ci[bot...

17a0032820aafb4f03d8be1de64aeee3fe76d3e3 authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1828)

* [pre-commit.ci] pre-commit suggestions

updates:
- [github.com/myint/docformatter: v1.4 → v...

e5a975c5f1e80df24f43d14f284820529452d90d authored over 2 years ago
edge aware blur2d (#1822)

* edge aware blur2d

* mean edges of multichannel input

* fixed comments

* ...

* [pre...

ca3f57d2d2b2437d14178de3747d4cc1290a9e50 authored over 2 years ago
Allowing more than 3/4 dims for `total_variation` + adding `reduction` (#1815)

* making functions support higher dim arguments (such as 5D tensors)

* added test for new cod...

463e84953efd1abd574f097ea1bd167867f2fb21 authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1821)

updates:
- [github.com/asottile/pyupgrade: v2.37.1 → v2.37.3](https://github.com/asottile/pyupg...

601221d5910777cd035acfc5d8faff434eae5bb3 authored over 2 years ago
Bump accelerate from 0.11.0 to 0.12.0 (#1820)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.11.0 to 0.12.0.
- [Release...

8358fcceb47079872f556f518c6704692cf1a8a3 authored over 2 years ago
Bump accelerate from 0.10.0 to 0.11.0 (#1802)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.10.0 to 0.11.0.
- [Release...

4ad4cb5aa01c56281816c972ed4331bcabee9fe1 authored over 2 years ago
update flake8 to 5.0.4 and fixes (#1818)

* update flake8 to 5.0.4 and fixes

* 5.0.4

16a343cd673351f49b21e461c8c7e7262af7d6ac authored over 2 years ago
disable accelerate for macos and pytorch 1.10.2 (#1811)

* disable accerelate for macos and pytorch 1.10.2

* print version

* disable workflows

*...

e81e0ff68f0cc9c0a918c3c76181ba412a088f58 authored over 2 years ago
add kornia.org to sponsore, remove patreon

14ffbce25c0b9ebacc32a95256ab039d87f692fb authored over 2 years ago
Added FGINN matching (#1813)

* Added FGINN matching

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more inf...

6b47c0442324b67a41e3ac3893d704ccebb86ab9 authored over 2 years ago
No crash matching (#1810)

* Remove crash on matching and refactor

Co-authored-by: pre-commit-ci[bot] <66853113+pre-comm...

35e25bec810e5eb56a6b0b0404c6ba6b204a0e4c authored over 2 years ago
fix bug and add scale coef (#1808)

* fix bug and add scale coef
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@us...

ab944b8cf1c22f9fa87f434829802714ce9d528c authored over 2 years ago
0.8 is too strict for smnn matching, 0.95 is much better default (#1807)

810435989d28d701f9ec214c9c35987f2e5d20c3 authored over 2 years ago
bump to 0.6.7-dev

9a1fcdb056a8aec45e7178a845141a94c784a875 authored over 2 years ago
bump version 0.6.6 (#1791)

a64c1a61b910943964f01c7789fa1db184188005 authored over 2 years ago
add link to interactive augmentations demo (#1797)

Co-authored-by: Edgar Riba <[email protected]>

8c57b17de3f18046fe4348a3499edc68ca76dc43 authored over 2 years ago
Add `ParametrizedLine` and `fit_line` (#1794)

* add projection, squared disitance amnd distance

* add docs

* improves tests

* fix doc...

aea0508deed82605f9cdb534fb66bab2ae994754 authored over 2 years ago
Update the Gradio demo URL to point to Kornia HF org (#1795)

* Update HF demo URL

The HF Space has been moved to the Kornia org.

* Update Gradio embed URL

f5208ba746174cf7f84ecbd9da47278c651fc605 authored over 2 years ago
Add an interactive demo to the kornia.enhance docs (#1793)

* Add sample Gradio demo for Enhance docs

* [pre-commit.ci] auto fixes from pre-commit.com ho...

46f6018a1c4bb1524c7708f9f9df807fa4d52f5e authored over 2 years ago
add sphinxcontrib-gtagjs in docs (#1790)

83bd03f7b6abd7770f113727c615d558d942da99 authored over 2 years ago
Bump accelerate from 0.9.0 to 0.10.0 (#1748)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.9.0 to 0.10.0.
- [Release ...

6a565139c37723483e32a56c814e97244b72bc48 authored over 2 years ago
add `KORNIA_CHECK_SAME_DEVICES` (#1788)

* add `KORNIA_CHECK_SAME_DEVICES`

* Update kornia/testing/__init__.py

Co-authored-by: Edga...

363c01845c1deb8efb6bb06034a65e63cfe00ac2 authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1789)

updates:
- [github.com/asottile/pyupgrade: v2.34.0 → v2.37.1](https://github.com/asottile/pyupg...

3a347192bf7a33a17f724871f7a1055b14fb9d1d authored over 2 years ago
adding weights to positive examples (#1765)

* adding weights to positive examples

* fix

* Update kornia/losses/focal.py

Co-authored...

5109ac06d85ec89550a94694916605547b638c89 authored over 2 years ago
update pytest 7.1.2; pytest-flake8 1.1.1; flake8 4.0.1 (#1786)

* update pytest 7.1.2; pytest-flake8 1.1.1; flake8 4.0.1

* fix verions

* undo opencv veris...

c6812384c938ffd344ef9920a2fec99c639173ac authored over 2 years ago
deploy docs to gh-pages (#1787)

* deploy docs to gh-pages

* Update docs.yml

* Update docs.yml

* Update docs.yml

848dfe956716c634c09ebf1d311a8bbe4e1b2f0c authored over 2 years ago
kornia io support for macos and win (#1785)

* kornia io support for macos and win

* Update test_load_image.py

* [pre-commit.ci] auto f...

a7b72d2393a9b2fd17fdf9929b9def92d2ed3e50 authored over 2 years ago
Bump kornia-rs from 0.0.2 to 0.0.5 (#1784)

Bumps [kornia-rs](https://github.com/kornia/kornia-rs) from 0.0.2 to 0.0.5.
- [Release notes](h...

80100c6e4d552d2fb810fb9eeb0387a433570845 authored over 2 years ago
enable black in the precommit (#1777)

* enable black in the precommit

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for...

08de6723e143686af92556a5177f53749ed261a4 authored over 2 years ago
update libfacedetection url path (#1780)

* update libfacedetection url path

according to libfacedetection.train framework update:

h...

d34bb2e9f2d4844fd186d81f259dd2a8daf2de61 authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1776)

updates:
- [github.com/psf/black: 22.3.0 → 22.6.0](https://github.com/psf/black/compare/22.3.0....

034c6ef21f83028d254cb70837e41282ce16ddc2 authored over 2 years ago
Refactor and add tests in `get_perspective_transform` (#1767)

* use torch.linalg.lstsq

* refactor tests

* add improvements

* add missing import

* ...

a1ef89fc9a81367d3590356da0828c6f7815147d authored over 2 years ago
docs: Fix a few typos (#1774)

There are small typos in:
- docs/generate_example_images.py
- kornia/metrics/mean_iou.py
- ko...

442b3b0a84bc2aa1668693ee53f21d45b481d293 authored over 2 years ago
update pytorch ci matrix 1.10.2 and 1.11.0 (#1771)

* update pytorch ci matrix 1.10.2 and 1.11.0

* Update tests_cpu.yml

* fix mypy

* Update...

0d4f41eb8ed6e5b7b789490f101514c8a5da66aa authored over 2 years ago
Fix bug preventing sample wise augmentations (#1761)

66fd3b01bc3a61c8fe82c94e81996b788f68cb21 authored over 2 years ago
Add rgb_to_y to __all__ (#1762)

407c09773941ccb3e6f0ec5c67cc10ec083d40f9 authored over 2 years ago
fix typing callable in load storage (#1768)

* fix typing callable in load storage

* missing import

5adfeecc9ec456e967a5eec61a81a31421c12556 authored over 2 years ago
adding `rgb_to_y` (#1734)

* making functions support higher dim arguments (such as 5D tensors)

* added test for new cod...

3964ad54de62e97fcbcbc798414ddcda776eed5e authored over 2 years ago
Fix Boxes.from_tensor(boxes, mode="vertices") (#1740)

* Fix Boxes.from_tensor(boxes, mode="vertices")

* Add comment to clarify -1 in mode="vertices...

1124855c279dda974dd7a25054b21926548f8f54 authored over 2 years ago
Fix/crop transforms (#1739)

* Fix boxes and keypoints inputs for RandomCrop and CenterCrop when cropping_mode="slice"

* F...

3875baf48c73ef9a4328d4698f5a60df680ce1c6 authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1742)

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.2.0 → v4.3.0](https://github.com/pre-com...

990c86da4db4813a857daae0a360b72f36350d94 authored over 2 years ago
fixing doctest in pinhole (#1743)

* fixing doctest in pinhole

* Update pinhole.py

5106d026230cbeae8b5fa9757ef2e17df8f87ac8 authored over 2 years ago
deprecate filter2D/filter3D (#1725)

9156867947a299edace5a321dd1f19ce59f2c27b authored over 2 years ago
Implement `project` and `unproject` in `PinholeCamera` (#1729)

* Sync

* Sync

* Fixes following code review

* More efficient calculation of P=I@E befor...

496e13de21f3f8bb04116707e187b1b9780fe0c2 authored over 2 years ago
few mypy fixes (#1724)

* few mypy fixes

* disable some if branches

* type ignore

511cdd1cb58b3a38dc8d57b0e863c270a44e777e authored over 2 years ago
Fix transforms for empty boxes and keypoints inputs (#1741)

ea9a8d40707077018a65c54fe30179262c674ac3 authored over 2 years ago
fixes for half precision in imgwrp (#1723)

764f57931e3346fea3db99bf2055d124cea41f74 authored over 2 years ago
Bump accelerate from 0.8.0 to 0.9.0 (#1720)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.8.0 to 0.9.0.
- [Release n...

75bab73f5a3ce866bbee0db4b081d5f74408d692 authored over 2 years ago
Fix warning: `meshgrid` need `indexing argument` (#1629)

* Fix warning: `meshgrid` need `indexing argument`

UserWarning: torch.meshgrid: in an upcomin...

d2a87c1f3215cecbb98f9073b919194c9015bb12 authored over 2 years ago
fix EarlyStopping condition and include filename fcn (#1718)

f26fea663dd255d051914b11794fae4f7353f0db authored over 2 years ago
update slack link (#1719)

2aed999cc83e0e6b2c44f04721fe1725adb15722 authored over 2 years ago
bump version to 0.6.6-dev

1bc130b9c75ad141efeb8ce5708db20c0e83e10e authored over 2 years ago
release 0.6.5 (#1709)

* grayscale to rgb for torch.uint8

* release 0.6.5

221b225ae63b688c516825c9d8bbc8cdd2c5c8e4 authored over 2 years ago
Bump accelerate from 0.7.1 to 0.8.0 (#1708)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.7.1 to 0.8.0.
- [Release n...

74e027c0793d447bb3e80f297c2204aae0d78763 authored over 2 years ago
grayscale to rgb for torch.uint8 (#1705)

ec4e1135474c6b09a69a4c0808ed87f253329546 authored over 2 years ago
Added `RandomRGBShift` (#1694)

* Added rgb shift

* torch.random to random

* random_rgb_shift.py refactored

* Edited sh...

f625b1f7e2910502b6716e4660e2e984c291753f authored over 2 years ago
[pre-commit.ci] pre-commit suggestions (#1702)

* [pre-commit.ci] pre-commit suggestions

updates:
- [github.com/asottile/pyupgrade: v2.32.0 ...

ee4b1615763e61768b401e775ef1c211b64b8beb authored over 2 years ago
create `kornia.io` and implement `load_image` with rust (#1701)

* implement load_image with rust

* skip tests for python <3.7

* add opencv dep

* fix fo...

8cd54e81727e257f2dded8c90b1b9f50d8099ca9 authored over 2 years ago
update diamond_square docs

84c2dd46e1427a584b77cf4cc661c4af28a828f6 authored over 2 years ago
implement `diamond_square` and plasma augmentations (#1700)

* implement diamond_square and plasma augmentation

* Update kornia/contrib/diamond_square.py
...

b6674d3bac5104b4871421b4030eb9b7a25c0054 authored over 2 years ago
Use nearest neighbour interpolation for masks (#1630)

* If mask, use always nearest neighbour interpolation

* added parameter override

* [pre-co...

a1e803e83a4e7ef718261ee46b192f46243fc6d4 authored over 2 years ago
[feat] Added distribution mapper (#1667)

* Added distribution mapper

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for mor...

2c7d7d6d070563f7b8b02e0e19ae97361c93f691 authored over 2 years ago
Bump accelerate from 0.6.2 to 0.7.1 (#1696)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.6.2 to 0.7.1.
- [Release n...

670d67887c0897a5416063f3d7c60c45c7836d56 authored almost 3 years ago
[feat] `adjust_sigmoid` and `adjust_log` initial implementation (#1685)

* Adjust sigmoid initial implementation

* [pre-commit.ci] auto fixes from pre-commit.com hook...

71d0dac24842ad87fb62c849537ad9bd1d658b56 authored almost 3 years ago
Fix issue probably-meant-fstring found at https://codereview.doctor (#1690)

e513ef2cac88251e2bae439f769e6f8f10a26c7e authored almost 3 years ago
Enhancement to Resize Augmentation (#1687)

Added antialiasing option to Resize augmentation similar to Resize in geometry.transforms.

d8da66589d20a162790c723b7c5d95f40f3bd457 authored almost 3 years ago
[feat] Add Lovasz-Hinge/Softmax losses (#1682)

* Add Lovasz-Hinge loss

* Update docs

* Update docs

* Add type check for target

* Re...

8cdf7ae68e8d84d56c70e67ffc2b9dc152d7ade9 authored almost 3 years ago
[fix]receive num_features as an arg to KeyNetDetector constructor (#1686)

51c008a8605ebafa1fb945915fa275dcc88abcee authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1684)

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.1.0 → v4.2.0](https://github.com/pre-com...

746079d4d23f4cfc7941849b3d3e295a5ca809aa authored almost 3 years ago
more epipolar metrics (+`linalg` utility) (#1674)

* making functions support higher dim arguments (such as 5D tensors)

* added test for new cod...

a4d2a1df1139386a35404cc52e1c52f117f91b91 authored almost 3 years ago
Fix (#1675)

5717145487a859e3f3a854432b5437825ce88a0c authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1680)

updates:
- [github.com/psf/black: 22.1.0 → 22.3.0](https://github.com/psf/black/compare/22.1.0....

ad5fec9a7c50bf35c1e9b9083c896bb23e8905e1 authored almost 3 years ago
fixed doc of `reproject_disparity_to_3D` to reflect how it expects `disparity_tensor` (#1678)

* making functions support higher dim arguments (such as 5D tensors)

* added test for new cod...

3eebf6ab4b15517bcf2dfc20b0a8b3a24de3d6c5 authored almost 3 years ago
Bump accelerate from 0.5.1 to 0.6.2 (#1679)

Bumps [accelerate](https://github.com/huggingface/accelerate) from 0.5.1 to 0.6.2.
- [Release n...

7918dc8b2286aaadbe5b97b4427ecb9ab647060d authored almost 3 years ago
Fix docs of `pol2cart` and `cart2pol` (#1669)

* doc fix

Co-authored-by: Nitai Fingerhut <[email protected]>
Co-authored-b...

81edfc6a5260182d2e21bfe5c46f6dc074f3e2b9 authored almost 3 years ago
codespell typos (#1670)

7a171771936a4e8c1ab0c4a3b941af6b8fefccb9 authored almost 3 years ago
[feat] Added STE gradient estimator (#1666)

* Added gradient estimator

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more...

d7b0d7058f173d04d8600702cdc514575e806092 authored almost 3 years ago
fix: added eps in geometry/rotmat_to_quaternion (#1665)

For numerical stability and to avoid nan gradients added an eps in case the trace is -1 so that ...

ec6941d7941f47c89c1cf71cad24a44f19ef2f46 authored almost 3 years ago
Fixes `filter2d`'s output shape shrink when `padding='same'` (#1661)

* Fixes `filter2d`'s output shape shrink when `padding='same'`.

* [pre-commit.ci] auto fixes ...

3a13cbb0e1b2984cea82b0f699e003b200e58628 authored almost 3 years ago
add get_safe_device util (#1662)

* get_safe_device

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.norep...

377b3bf2f79872750dd1d6eb8ac642d796cc98bb authored almost 3 years ago
Correct types (#1657)

8d4a0695079d702f3025fd506b502b0f402d999a authored almost 3 years ago
add spaces to warnings.warn output (#1658)

add spaces to warnings.warn output in affine_shape.py

f4d91ba9e723affd5b2eba8e9fbb089617e5c623 authored almost 3 years ago
making epipolar metrics work with volumetric tensors (#1656)

* making functions support higher dim arguments (such as 5D tensors)

* added test for new cod...

7a49fd98436c53f8892cdfcf6201b6456148e9ab authored almost 3 years ago
Add reduction option to MS_SSIMLoss (#1655)

6c519078e5a821404df403ca712fc78188f98912 authored almost 3 years ago
release 0.6.4 (#1643)

* release 0.6.4

* Update CHANGELOG.md

cffd81ffd51f1179c9cccfcf7e93022f3adfdf86 authored almost 3 years ago
Add pillow_like option for ColorJitter to match torchvision. (#1611)

* Add ColorJitter matching Torchvision behaviour and rename previous ColorJitter to ColorJiggle....

a308e1621e64a5273b9cf08eaa87a4a171b44630 authored almost 3 years ago
fix device and dtype in draw poly tests (#1642)

* fix device and dtype in draw poly tests

* rename draw_convex_polygon

ac7c4f61390151d3d2b59b0287112508eae2a5f2 authored almost 3 years ago
add sections to augmentations docs (#1644)

8aed2c046dafd915f229c82d9750865c41ecbbe8 authored almost 3 years ago
Add fn to automatically compute padding (#1634)

* Add compute padding

* Switch to functional

5570eb1a727c91c8d5efe097bf533d1e8937d82b authored almost 3 years ago
Fixed a typo in undistort_points docstring (#1640)

8e68f22c4190919121e21fa6b965091236223a36 authored almost 3 years ago
Add `draw_convex_polygon` (#1636)

* add option for area preserving 2d perspective transform generation

* Update kornia/augmenta...

cb794a6f83baf4e34404ec48e324c44cd8155d43 authored almost 3 years ago
make nms2d jittable (#1637)

44d4c56f93d0cb08773ac448da37d081242e5ad8 authored almost 3 years ago
added default params for laf construction from xy and new tensor shape check (#1633)

* added default params for laf construction from xy

* added KORNIA_CHECK_SHAPE and used it in...

d24ae7ffcd8083f63b3d04c9e14c7663a59b950d authored almost 3 years ago
add Jina AI QAbot to Kornia documentation (#1628)

* feat(docs): add docs bot

* feat: add docs bot

* ci: rename action

* ci: update file p...

4b82e07d67c18f964f28ae71cfdc494f8efaf0c9 authored almost 3 years ago
Docs `adjust_contrast` hotfix (#1631)

* remap accepts arbitrary grid size

* fix adjust contrast docs tests

f1b683e16b1b73926db71b518ab620b47c0db8a1 authored almost 3 years ago
fix adjust brightness (#1586)

* fix adjust brightness

* fixes

* remap accepts arbitrary grid size

* polish adjust con...

7342e29076891f0de6c06d7886d7fbf8b4f5491c authored almost 3 years ago
Add `RandomPlanckianJitter` in color augmentations (#1607)

* [feat]: add planckian jitter augmentation func

* [feat]: update planckian jitter class

*...

fa2a5a8b39b49177f1513b456132acf5f581051f authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1623)

updates:
- [github.com/asottile/pyupgrade: v2.31.0 → v2.31.1](https://github.com/asottile/pyupg...

7558feffbd509bf1b6fa1908194cc55c526522ff authored almost 3 years ago
add option for `sampling_method` in 2d perspective transform generation (#1591) (#1592)

* add option for area preserving 2d perspective transform generation

* Update kornia/augmenta...

345e30628c0e33c36e31fe9f58eea97c03fe105a authored almost 3 years ago