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kornia

We are on the mission to leverage and democratize the next generation of Computer Vision tools and Deep Learning libraries within the context of an Open Source community.
Collective - Host: opensource - https://opencollective.com/kornia - Website: https://Kornia.org - Code: https://github.com/kornia/kornia

add orientation-preserving option for AffNet and make it default (#1620)

* add orientation-preserving option for AffNet and make it default

Co-authored-by: pre-commit...

github.com/kornia/kornia - a5e5c8387746600fe6d23fe6ec403c49d2845038 authored almost 3 years ago
remove half log2 in `extract_patches` (#1616)

* fix scale

github.com/kornia/kornia - 097db22331d4ca23eab0c91359f17f975f1bf8ff authored almost 3 years ago
remap accepts arbitrary grid size (#1617)

github.com/kornia/kornia - bbfb65587d88d7d5e9afa5d5dcd5b22e99dfaf77 authored almost 3 years ago
[#1276] Rename variables named 'input' to 'sample' (in tests). (#1614)

github.com/kornia/kornia - 816da8c76cb70ccecf99cfb8dd358a04d2b03026 authored almost 3 years ago
fix overblur in AA (#1612)

* fix overblur in AA

github.com/kornia/kornia - 3e638aef57362af171928f0d0c371d1f6a87982f authored almost 3 years ago
Update batch shape when augmentations change size of image (#1609)

* Update batch shape when augmentations change size of image (crops/resize)

* Apply suggestio...

github.com/kornia/kornia - 8cb8947274a4e5bf3b60a64e85cfdc48d642acfc authored almost 3 years ago
Simplify padding in `extract_patches` (#1610)

* Simplify padding

* dimension

github.com/kornia/kornia - ad47bfcfc6cc2c4363a2957a4017bf387433a50c authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1605)

updates:
- [github.com/PyCQA/bandit: 1.7.3 → 1.7.4](https://github.com/PyCQA/bandit/compare/1.7...

github.com/kornia/kornia - 3158c39b2b4420546db99ffc65dbe8bb3535bba4 authored almost 3 years ago
Update `combine_tensor_patches` (#1603)

* Unify API

* P->N

* Add 4 tuple option for unpadding

* Fix for mypy and padding

* U...

github.com/kornia/kornia - 6176a6b4484ad60151eea6b165590254b9459fbf authored almost 3 years ago
[Fix] CombineTensorPatches (#1558)

* Combine fix

* Simplify check

* Remove redundant assigment

* Add test

* Finish fix
...

github.com/kornia/kornia - 68d338514c020125a0429db05bc1f24a1bdd901d authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1593)

updates:
- [github.com/PyCQA/bandit: 1.7.2 → 1.7.3](https://github.com/PyCQA/bandit/compare/1.7...

github.com/kornia/kornia - 98a46a33e34e222f234e34d53806b7a9328b3633 authored almost 3 years ago
[feat] deprecated `return_transform`, enabled 3D augmentations in AugmenationSequential (#1590)

* init refactor

* fix sequential

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

...

github.com/kornia/kornia - 074f1053b874fcc41662a7ebbd1a36bb19bd8b8c authored almost 3 years ago
[fix] AugmentationSequential bbox keypoints transformation fix (#1570)

* bug fix

* added test

* bug fix

* bug fix

* Update kornia/augmentation/container/ut...

github.com/kornia/kornia - ec4780f312d0880126719ab0c39c40ea58b25145 authored almost 3 years ago
fix translation sampling in AffineGenerator3D (#1581)

* fix translation sampling in AffineGenerator3D

* Update kornia/augmentation/random_generator...

github.com/kornia/kornia - 567dd1fdb30c08f7518e9508d4ebc67564fb767c authored almost 3 years ago
update hugging faces links in readme

github.com/kornia/kornia - 0be0fb1c94b5bbf4dc293221797a383ef5fb720a authored almost 3 years ago
making `compute_correspond_epilines` work with fundamental and point of volumetric tensors (#1585)

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

* added test for new cod...

github.com/kornia/kornia - 39a77539c580203a85992330a266a51a273afc1c authored almost 3 years ago
Fix gradient bug for `distance_transform` (#1584)

* Fix gradient bug for distance_transform.

* Move signal_ones outside the loop && Add another...

github.com/kornia/kornia - d7f411ff5a4a46cb94fd3c6aab5b67ddea360938 authored almost 3 years ago
Add KeyNet detector (#1574)

* added KeyNet detector
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.n...

github.com/kornia/kornia - 3b4dfda6a13c19845955b7b90b2dd81687aaee16 authored almost 3 years ago
Add Dense SIFT (#962)

* Added DenseSIFT implementation. Things missing: proper paddind and output shape, tests

* to...

github.com/kornia/kornia - bde816e32bda3e78cbf89c7b989cb432e9614dd6 authored almost 3 years ago
fix mask bug for loftr (#1580)

* fix mask bug for loftr

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

github.com/kornia/kornia - ca061b9ed7a8fa0d0b29cf751fed31055aad7908 authored almost 3 years ago
Fix `draw_line` produce wrong output for coordinates larger than uint8 (#1564)

* Fixed #1563

* Add test case for #1564

github.com/kornia/kornia - ea4d22d129d29425df62a5a31d7139350de2e50a authored almost 3 years ago
Bump pytest-mypy from 0.9.0 to 0.9.1 (#1576)

Bumps [pytest-mypy](https://github.com/dbader/pytest-mypy) from 0.9.0 to 0.9.1.
- [Release note...

github.com/kornia/kornia - 0633e20a76986e5c4f0d554d8fcb807754ce218a authored almost 3 years ago
Added HyNet descriptor (#1573)

* Added HyNet descriptor

* Update feature.rst

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

github.com/kornia/kornia - 364a0399b1b7a64ae4c4c040cd0de13c598baa6d authored almost 3 years ago
[fix] RandomCrop fix and improvement (#1571)

* bug fix and improve cropping

* Update kornia/augmentation/_2d/geometric/center_crop.py

*...

github.com/kornia/kornia - 2734536650cb8e7135058fb502fa7056918233c6 authored almost 3 years ago
Adds `MS-SSIMLoss` reconstruction loss function (#1551)

* added ms_ssim_l1 loss function, added in __init__.py and losses.rst

* format code using aut...

github.com/kornia/kornia - b131fc08171884781ecb6929007161036da84e52 authored almost 3 years ago
Bump pytest-mypy from 0.8.1 to 0.9.0 (#1560)

Bumps [pytest-mypy](https://github.com/dbader/pytest-mypy) from 0.8.1 to 0.9.0.
- [Release note...

github.com/kornia/kornia - a1a77d7714a7b5ad57b3f601d773269723c3893b authored almost 3 years ago
[pre-commit.ci] pre-commit suggestions (#1553)

updates:
- [github.com/psf/black: 21.12b0 → 22.1.0](https://github.com/psf/black/compare/21.12b...

github.com/kornia/kornia - cbc68f9cc6630f0d359ea1731cf923225824838a authored almost 3 years ago
release 0.6.3 (#1550)

* release 0.6.3

* Update CHANGELOG.md

github.com/kornia/kornia - 4f7457dd97016624c01ecb3f57ca0fc577b5fb71 authored almost 3 years ago
Random erasing applied to mask keys (#1541)

* Erasing in masks always with zeros

* Test and fix

* Fix inverse in container

* fix st...

github.com/kornia/kornia - ef014398295d757bbfd4668439c3f94a7b90f64c authored almost 3 years ago
Adding cropping option for SSIM (#1510)

* Add cropping option to metrics.ssim function and metrics.SSIM class

* Add cropping option t...

github.com/kornia/kornia - 12c0d02ca4e92ef4f6a98d5174050a92b6cd72dc authored almost 3 years ago
Bugfix for larger MotionBlur kernel size ranges (#1543)

* add more expansive test that catches the error

* randomly pick a (int) kernel size

* upd...

github.com/kornia/kornia - 5328bf40fdc1ed664d95e929199e24296bad6dc2 authored almost 3 years ago
improve the `histogram_matching` function (#1532)

* update the histogram_matching function

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

github.com/kornia/kornia - a0ae1c4d2d66117cedabd800354cfc33798dddc3 authored almost 3 years ago
add resize augmentation and fixes (#1548)

github.com/kornia/kornia - 95d1828c1448975372f11eac30cea73a2ffc8a26 authored almost 3 years ago
Add Resize augmentations module (#1547)

* Add resize

* Add cropping param

* Add changelog

* Apply review remarks

* Import at...

github.com/kornia/kornia - edf538c3c61f30c769067fd36cf96372fd4afb3a authored almost 3 years ago
Fixes to device in augmentations (#1546)

* add RandomPosterize test and fix device

* fix other device transfer issues

github.com/kornia/kornia - 1117a6a2561c93110803b769ac39a7b591579f88 authored almost 3 years ago
Fixed #1534 nested augmentation sequential bug (#1536)

* nested augs

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

for more information,...

github.com/kornia/kornia - 88e60be4c5b1b7a984ed464d4b4fca899701b7b9 authored almost 3 years ago
update (#1535)

github.com/kornia/kornia - 06ba07b6c69cb09c4205a1b384bc6323f7635e27 authored almost 3 years ago
Fix correct shape after cropping when forwarding parameters (#1533)

github.com/kornia/kornia - e6f682f0b4400753c0a08c33fcfe263d17a11361 authored almost 3 years ago
Add distance transform implementation (#1490)

* fix formatting for pre-commit

* add required newline

* initial implementations of edt fu...

github.com/kornia/kornia - 6ea53d182f6e8939b164d8dbbe83199f51ae38fa authored almost 3 years ago
Update README.rst (#1529)

correct the mis-spelled line

github.com/kornia/kornia - 911a91a53938801935806fb2392ce0ee1e4a4d47 authored almost 3 years ago
fix cross_product_matrix batch dimensionality (#1530)

* fix to: https://github.com/kornia/kornia/issues/1527

* adding tests

* fixing tests

Co...

github.com/kornia/kornia - 210f20f3413a78af680ec9a0f120b00fc3aa0996 authored about 3 years ago
Added Hanning kernel, prepare for KCF tracking (#1519)

* Added Hanning kernel, prepare for KCF tracking

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

github.com/kornia/kornia - b681ca81bb39345ca4d4d218fa0d0900224db128 authored about 3 years ago
Add contributors image in read me

github.com/kornia/kornia - 9ef9079ea58dff408aae9d8dee33b25c11342a08 authored about 3 years ago
Merge pull request #1506 from kornia/undistort_points_as_in_opencv

allow to pass a new K to distort and undistort points as in opencv

github.com/kornia/kornia - 7190ea0cccbcdbcfb34c0abcce19da1bca9c57e8 authored about 3 years ago
Merge branch 'master' into undistort_points_as_in_opencv

github.com/kornia/kornia - d35e30e25d3dbccfc7dcc02500d0f6ffc69b1f4b authored about 3 years ago
update to pytorch 1.10.1 (#1518)

* update to pytorch 1.10.1

* fix histogram tests and small refactor

* disable augmentation...

github.com/kornia/kornia - 17344db926c7cf23fcc46aad912c2eaf0c998ee0 authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1513)

updates:
- [github.com/asottile/pyupgrade: v2.29.1 → v2.31.0](https://github.com/asottile/pyupg...

github.com/kornia/kornia - 4356878a70c4b8d3af2365875af356d23ff1bd72 authored about 3 years ago
Remove assert statement from non-test files (#1523)

Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>

github.com/kornia/kornia - 7b2c687e0654460c9c00ab96d69178050bc9476e authored about 3 years ago
Fix #1520 (#1521)

* bug fux

* added deprecation

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

fo...

github.com/kornia/kornia - 314d6b80886a4990ff2fdbdcc613450111dfa50f authored about 3 years ago
Restructure augmentation package (#1515)

* Add devcontainer

* Add isort to pyproject

* Fix docs requirements.txt in dockerfile

*...

github.com/kornia/kornia - b69c9e2fd39b0089e461d844c3d9e6d85d328654 authored about 3 years ago
PR changes

github.com/kornia/kornia - c34bc2e8736ff77f877f295939c2339f6a7bf45a authored about 3 years ago
[feat] Augmentation Sequential with a list of bboxes as a batch (#1497)

* init

* code init

* bug fix

* remove redundant files

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

github.com/kornia/kornia - fcb9550320e087a49af1b8f2ac7ef9778ad1bd5a authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1509)

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.0.1 → v4.1.0](https://github.com/pre-com...

github.com/kornia/kornia - 2e0b433f901f0794e1e6989a26cf706767af5e18 authored about 3 years ago
Precompute padding parameters when RandomCrop aug in container (#1494)

* Precompute padding parameters when RandomCrop aug in container

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

github.com/kornia/kornia - 676f772be1cd1124a334424dd6f2961f60ef6abc authored about 3 years ago
added some tests

github.com/kornia/kornia - 761850d6b6390c0e5f523baf965cbeb5b3f4bf50 authored about 3 years ago
allow to pass a second K to distort and undistort points

github.com/kornia/kornia - 9880829f7b93d68d913ae7bb55ae71dd2f4b56dc authored about 3 years ago
Bump pytest-xdist from 2.4.0 to 2.5.0 (#1496)

Bumps [pytest-xdist](https://github.com/pytest-dev/pytest-xdist) from 2.4.0 to 2.5.0.
- [Releas...

github.com/kornia/kornia - 938b12d9ed4a08aadb068e656a1ed25e5da987ad authored about 3 years ago
Add missing keepdims with fixed type (#1488)

* Add missing keepdims with fixed typo 2

* Fix keepdim=False

Co-authored-by: julien.blanch...

github.com/kornia/kornia - a8d0d28204aebae395648d268f9549ffcc8e0b6c authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1484)

updates:
- [github.com/psf/black: 21.11b1 → 21.12b0](https://github.com/psf/black/compare/21.11...

github.com/kornia/kornia - 1c953ee1271efcb3d22d031a14728188ce8f7a17 authored about 3 years ago
Update _version.py

github.com/kornia/kornia - eeafd3e52df2683e2fa29e34c1ab4e8389df26e2 authored about 3 years ago
supress warning (#1481)

github.com/kornia/kornia - 0433184c8410119016fd3e58de61d45b54ac6cc2 authored about 3 years ago
release 0.6.2 (#1478)

* release 0.6.2

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

for more informatio...

github.com/kornia/kornia - c9ab74ea374b36b032d382e3cb1c5e22fc63eac7 authored about 3 years ago
Add `ObjectDetectorTrainer` (#1414)

* [feat][WIP] Added Object Detector (#1334)

* init detector

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

github.com/kornia/kornia - 34e10df9767777c3130dfcc35743b8e4c2f3068d authored about 3 years ago
[docs] update CN docs (#1479)

* update

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

for more information, see ...

github.com/kornia/kornia - 0655380d38b8dabc24d9530e8614def18eb3af71 authored about 3 years ago
[Enhance] Random generator refactor (#1459)

* Updated docs

* finished colorjitter

* perspective generator

* update

* update

*...

github.com/kornia/kornia - fb7565a2f23b22655dcb5dae63030f42d8524789 authored about 3 years ago
fixes gpu test for drawing (#1476)

* fixes gpu test for drawing

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

for mo...

github.com/kornia/kornia - 1651a625b5a49948713ca69843311d6a1a77f0f1 authored about 3 years ago
Use common bbox format xywh (#1472)

github.com/kornia/kornia - 56f50fbd49268071c98b9966ee193ac30a26a929 authored about 3 years ago
some fixes with face_detection docs (#1475)

github.com/kornia/kornia - 5fdbe2f08696d01af04d2082a19c1bffe3d3a727 authored about 3 years ago
add face detection API (#1469)

* add face detection API

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

for more i...

github.com/kornia/kornia - f1eaad9abd7fce2ffe2ef7d2a66612e41c478b91 authored about 3 years ago
Update image_stitching.rst

github.com/kornia/kornia - b7f2a87df282ca54f30fd87c6bfc7ec1d54c3be2 authored about 3 years ago
Update FUNDING.yml

github.com/kornia/kornia - e9b2dda7d2c063ea49eaa853fcd4ac105ebde38f authored about 3 years ago
Fix ``undistort_image`` documentation and support additional dimensions. (#1464)

* fix support for extra dims in undistort_image

* remove unused dependency in undistort.py

...

github.com/kornia/kornia - e77253f7976b952ed5bd5cdd08eaeb6cb0d220ef authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1468)

updates:
- [github.com/psf/black: 21.10b0 → 21.11b1](https://github.com/psf/black/compare/21.10...

github.com/kornia/kornia - 95e8f3680578682bbd05e94906c4a86579d3e1bf authored about 3 years ago
Fix for nested AugmentationSequential containers (#1467)

github.com/kornia/kornia - 0a588ddb9f7cf998f668a69b573bccd9dc46f949 authored about 3 years ago
Update image_augmentations.rst

github.com/kornia/kornia - c6f633ba9ebeb9f25f904b18a59b523c1f6ea42c authored about 3 years ago
Expose inliers sum to HomographyTracker (#1463)

* Expose inliers sum to HomographyTracker

* expose num keypoints

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

github.com/kornia/kornia - e47e9ae30c8a53854b579947db4eec98c9c30343 authored about 3 years ago
add link to the image stitching example

github.com/kornia/kornia - 0c32fa11dd455a4681300287d729028937575584 authored about 3 years ago
Merge ``homography_warp`` to ``warp_perspective`` (#1438)

* merge def homography_warp to def warp_perspective

* add call def warp_perspective inside ho...

github.com/kornia/kornia - 1b91bc4d508e46777d32242e32e4c67028af0021 authored about 3 years ago
Add ``histogram_matching`` functionality (#1395)

* init histogram matching

* Update kornia/contrib/histogram_matching.py

* Update kornia/co...

github.com/kornia/kornia - 99ccab7bbeef2cac910f367a9907d4dce9e4c77b authored about 3 years ago
Update sobel.py (#1462)

github.com/kornia/kornia - ae8fe549edbae5b0d72e3096ad67645c00e78c97 authored about 3 years ago
Add boxes V2 as discussed in #1142 (superseed #1177) (#1304)

* Add boxes V2 as discussed in #1142

* Implememted some PR suggestions

* Update docs + add...

github.com/kornia/kornia - 67112ed5734d138f1808d5a4de4560ff5132790f authored about 3 years ago
[Doc] Chinese readme udpate (#1460)

* update

* update

github.com/kornia/kornia - 41c1f3050ceca81f383cf21607fad15243929fd3 authored about 3 years ago
Add ``draw_line`` image utility (#1456)

* add _draw_pixel function

* add draw_line function

* fix linter errors

* add tests for...

github.com/kornia/kornia - 3e1bcf65ad5cc8fb1a81a1fedff0f88704836c49 authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1458)

updates:
- [github.com/PyCQA/isort: 5.10.0 → 5.10.1](https://github.com/PyCQA/isort/compare/5.1...

github.com/kornia/kornia - 603cf3fbce48cbead9bbf6a5233c514f8c09d94c authored about 3 years ago
Typo fix in ``kl_div_loss_2d`` docstring (#1457)

* Typo fix in kl_div_loss_2d example

* Update divergence.py

Co-authored-by: Edgar Riba <ed...

github.com/kornia/kornia - 46f39c3c105a92bd03569299d826a5c9f5ad94df authored about 3 years ago
Not to globally set warning filter at import time (#1451)

* Not to globally set warning filter

* Use FutureWarning to avoid being ignored by default

github.com/kornia/kornia - 9888fcc148667be4e52d02f5f69db79460fa95f1 authored about 3 years ago
Add background color selection in ``warp_perspective`` (#1452)

* Add fill padding to warp_perspective()

* Fix typo

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

github.com/kornia/kornia - 5e32640e976c7a4186fcf2010c400dd5cac82ba4 authored about 3 years ago
Adds oriented contraint check to Homography RANSAC (#1453)

* added oriented constraint check

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

github.com/kornia/kornia - c362211521d8062645f5e3ebc5f21e5af1e42f33 authored about 3 years ago
Added container operation weights and OneOf documentation (#1443)

* Added OneOf documentation

* Added random apply weights

* Updated docs

* Added tests
...

github.com/kornia/kornia - 2837ea2fdd27ff359c256280ae4f2a91fa9c9893 authored about 3 years ago
switch to one-way error RANSAC for speed-up (#1454)

* switch to one-way error RANSAC for speed-up

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

github.com/kornia/kornia - ee3426c7eeaa337d5e4a636b7490e94a07c5b546 authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1449)

updates:
- [github.com/PyCQA/isort: 5.9.3 → 5.10.0](https://github.com/PyCQA/isort/compare/5.9....

github.com/kornia/kornia - 3c7f748a3e4b02bba1f5aeb610d49bd91cfa3961 authored about 3 years ago
Add `padding_mode` for RandomElasticTransform augmentation (#1439)

* padding_mode for RandomElasticTransform augmentation

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

github.com/kornia/kornia - f8d865e1b6304c9b48aa00057a62f9d65ced7edd authored about 3 years ago
Enable all bandit tests, add separate hook for tests (#1437)

* Enable all bandit tests, add seperate hook for tests

* Rename non-test

Co-authored-by: C...

github.com/kornia/kornia - ff174313ec181d22fa2fcf907c4c5669fad0d615 authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1440)

updates:
- [github.com/psf/black: 21.9b0 → 21.10b0](https://github.com/psf/black/compare/21.9b0...

github.com/kornia/kornia - 097d0929f7ea9c917f9b45a32ec50a21e2bb5fbb authored about 3 years ago
Few improvements on homography tracking (#1434)

* refactor constructor and add properties

* add missing tracking import

* [pre-commit.ci] ...

github.com/kornia/kornia - 7a5dac3b777436049957a12a055f7105cc274e5e authored about 3 years ago
update BACKERS.md

github.com/kornia/kornia - 953a29caa84da0e5fb54d0f3739240b07b2be5fd authored about 3 years ago
[pre-commit.ci] pre-commit suggestions (#1433)

updates:
- [github.com/asottile/yesqa: v1.2.3 → v1.3.0](https://github.com/asottile/yesqa/compa...

github.com/kornia/kornia - f360485c2c1455a180e73d6f6929dcd644d7b7fd authored about 3 years ago
Add docs for MobileViT (#1430)

* Fix typing in MobileViT

* Fix bibtex citation

* Add docs for MobileViT

github.com/kornia/kornia - 55aef61dbbaaf2893607a428bef777e33140726c authored about 3 years ago
Update x.txt (#1432)

github.com/kornia/kornia - 975e47d9520b8b743818fd671ecc6ab12e733475 authored about 3 years ago
fix catch type for torch.svd error (#1431)

* fix catch type

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

github.com/kornia/kornia - 5b436039f64c7c3189fc4dfa1d383cc2cf4bdb76 authored about 3 years ago