* improve binary focal loss docs

* refactor and add tests to total_variation loss

* improv...

Features are jit-scriptable except those, which rely on Union and extract_patches

* Added TFeat local descriptor, AffNet and OriNet

* fixes docstring format in the morphology module

* rename kerneltype to kernel_type, fix doc...

* Added mkd.py and test_mkd.py.

* Added pol2cart and cart2pol methods to conversions.py.

*...

* Clarified what format the PinholeCamera class expects the intrinsics and extrinsics camera par...

* improve kornia.enhance docs and coverage

* refactor focal loss test and jit

* refactor t...

* kornia.morphology

* Tests passed for dilation + erosion

* All basic morphology functions...

* add GaussianBlur augmentation

* Update kornia/augmentation/augmentation.py

Co-authored-b...

* Avoid breaking gradients with a new tensor

* Moved param init into generators

* Removed ...

* Binary focal loss - fixing weighting factor (alpha, 1-alpha)

* Fixed examples in binary_foc...

* Added docs and tests

* Fixed bug for batch prob generator

* Fixed typo

* Fixed mypy
...

* refactor box_blur

* enable jit for filter2d

* refactor filters gaussian, laplacian

* ...

* add xyz2lab & lab2xyz, simple tests

* simple implementation until clipping

* lab2rgb no ...

* Update config.yml

* overwrite pytorch version in tpu jsonnet file (#814)

* drop xla 1.6 ...

* docs: minor spelling tweaks

* tweak introduction copy

* fixed divide by zero bug

* removed erroneous arg from docstring

* added epsilon in case ...

* Implement the mask optional parameter for motion_from_essential_choose_solution

* Add tests...

* Some progress

* WIP

* Autoformat

* device,dtype moved into class attrib

* batch,se...

* adapt for tpu kornia.enhance tests

* improve enhance histogram

* improve testing for kor...

* Fixed #779

* Added tests for _extract_device_dtype

* Fixed broken tests

* Added tests...

* Added py151 support

* Enabled 1.5.1 CI

* Typo fix

* Fixed Equalize

* Update setup....

* fix circlci ref name merge

* Update config.yml

* Update config.yml

* Update config.yml

* add needed files for tpu-testing in circleci

* adapt script for pytorch nghtlies

* fix s...

* add set_printoptions to fix windows issues

* mark augmentation smoke tests as xfail

* so...

* Added doctest for CI and validated docs

* Fixed doctests

* Fixed flake8

* test doctes...

* Added tests when batch_size == 0.

* Added more docs

* Updated tests

* Updated toleran...

* Make sharpness output channel nums as input

* Updated doctest

* Added tests for sharpnes...

* remains shape for 2d augmentation

* Revert "remains shape for 2d augmentation"

This reve...

Bumps [notebook](https://github.com/jupyter/jupyterhub) from 6.0.1 to 6.1.5.
- [Release notes](...

* [FIX] fix device issue for get_motion_kernel2d

* ensure both device and dtype

* add one ...

Co-authored-by: Feher Gergo <[email protected]>

* Updated tests and docs for ColorJitter

* Fixed perspective random gen and tests.

* Added...

* add set_printoptions to fix windows issues

* mark augmentation smoke tests as xfail

* enable doctest in the CI

* fix duplicated key

* refactor test_gray test; add jit, grad and nn pytest mark

* refactor RGB conversions code a...

in our current infra we have have memory issues. This is optional test.

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

Co-authored-by: Feher Gergo (CC-AD/EPE-Bp) <[email protected]>

* Added Changelog CI

* Only generate when a PR opens/reopens.

* add gh actions for cuda

* rename workflows and add package sanity check

* remove unused ...

* fix docs in homography

fix docs

* fix depth_warper docs

* Create .codecov.yml

* Update and rename .codecov.yml to codecov.yml

* Update and rename ...

* adapts discrete gaussian from project-monai

Signed-off-by: Wenqi Li <[email protected]>

...

* create CHANGELOG and update for 0.4.1

* Update CHANGELOG.md

* Update CHANGELOG.md

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

* fix gpu tests for crop3d and flip

* add 0.4.1 pytorch dependency

* add missing docs for ...

* Updated docs

* Typing fix

* Updated docstring

* Made batch version of motion_kernel.

* Updated motion_blur augmentation.

* Added motionb...

* Fixed scale error

* Initiated crop 3d

* Added crop3d

* Updated docs

* Added Random...

* Affine scale bug fix

* Updated tests

Co-authored-by: Feher Gergo (CC-AD/EPE-Bp) <[email protected]>
Co-authored-by: shijian...

* rgb <-> hsv conversion accelerated

* small fix

* Flips accelerated

* autoformat

* ...

* Solve code review minor changes:

- Missing return type on equalize3d
- Proper rendering of...

* fix inv transform

* update zca test

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

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

* Applies #690 - find_homography_dlt performance improvement and weights params made optional

* reorganize enhance module imports

* implement normalize_min_max

* more clear names and a...

* Faster projection with broadcasting

* transform_points modification

Fixed #680.

* Enhance RandomResizedCrop logic

* Bug fixed.

* Small tweaks

* Updated augmentations with probs

* Decoupled augmentation base [partly finished]

* Fixed...

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

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

* Some issues fixed

* Autoformat

* Fix x,y,z order

* Some more fixes

* Fix RandomRot...

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

* Fix device initialization in several variables

* Fix device initialization in several varia...

* Added translation-vector code

* Added K and R matrix code

* Modified docs

* Added sha...

* compute_perspective_transformation fixed

* Autoformat and simplify

* Test extended

* ...

* Transformation matrix and tests fixed

* doctest fixed

* Autoformat

Co-authored-by: Fe...

* Create to equalize a sequence of images based on the volume's histogram

* Extract from eq...

* Added RandomMixUp

* Completed mixup implementations

* Init cutmix

* Finalized cutmix
...