| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| kornia-0.8.2.tar.gz | 2025-11-08 | 667.2 kB | |
| kornia-0.8.2-py2.py3-none-any.whl | 2025-11-08 | 1.1 MB | |
| README.md | 2025-11-08 | 16.5 kB | |
| v0.8.2 source code.tar.gz | 2025-11-08 | 4.8 MB | |
| v0.8.2 source code.zip | 2025-11-08 | 5.5 MB | |
| Totals: 5 Items | 12.1 MB | 3 | |
What's Changed
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3109
- Migrate to discord by @cjpurackal in https://github.com/kornia/kornia/pull/3110
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3112
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3114
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3118
- remove: wrong logging debug setup by @johnnv1 in https://github.com/kornia/kornia/pull/3120
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3121
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3124
- docs: added docstring to the detach tensor to gpu by @VARUN3WARE in https://github.com/kornia/kornia/pull/3131
- docs: Updated documentation with SEO meta descriptions for modules by @VARUN3WARE in https://github.com/kornia/kornia/pull/3129
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3133
- chore(deps-dev): bump pytest from 8.3.4 to 8.3.5 by @dependabot[bot] in https://github.com/kornia/kornia/pull/3136
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3138
- Fix Sold2Detector link by @ducha-aiki in https://github.com/kornia/kornia/pull/3141
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3144
- Remove deprecation decorator from depth_to_3d function by @Incharajayaram in https://github.com/kornia/kornia/pull/3142
- Utils: support resize on MPS by @adamjstewart in https://github.com/kornia/kornia/pull/3145
- Fix dedode when calling detect() with padding correctly handled by @hit2sjtu in https://github.com/kornia/kornia/pull/3147
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3146
- Splitting the tests in test_augmentation_3d.py and test_container.py into individual test files. by @abdulrahman-riyad in https://github.com/kornia/kornia/pull/3143
- Avoid 2N x 2N weight matrix allocation in find_homography_dlt by @SimonLarsen in https://github.com/kornia/kornia/pull/3134
- fix: fixes IndexError in draw_line method by @cjpurackal in https://github.com/kornia/kornia/pull/3116
- ⚡️ Speed up function
point_line_distanceby 28% by @dasarchan in https://github.com/kornia/kornia/pull/3152 - ⚡️ Speed up function
val2listby 229% by @dasarchan in https://github.com/kornia/kornia/pull/3151 - fix kernel_size in dog_response by @Force1ess in https://github.com/kornia/kornia/pull/3137
- ⚡️ Speed up function
KORNIA_CHECK_IS_IMAGEby 92% by @misrasaurabh1 in https://github.com/kornia/kornia/pull/3156 - [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3158
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3163
- chore: skip dissolving tests by @johnnv1 in https://github.com/kornia/kornia/pull/3164
- Updated the Batch functionality for depth_to_3d_v2 function by @Shubham-Sahoo in https://github.com/kornia/kornia/pull/3162
- upgrade kornia-rs to 0.1.9 by @edgarriba in https://github.com/kornia/kornia/pull/3166
- bump version 0.8.1 by @edgarriba in https://github.com/kornia/kornia/pull/3167
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3165
- potential fix to [#3104] issue by @soumya997 in https://github.com/kornia/kornia/pull/3149
- fix: Missed single pixel instance in upper left corner by
connected_components()by @Halyjo in https://github.com/kornia/kornia/pull/3168 - [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3170
- Fix/issue3161 fix parenthesis in transform by @stephen-mtz in https://github.com/kornia/kornia/pull/3171
- Fix dedode forward with description padding removed. by @hit2sjtu in https://github.com/kornia/kornia/pull/3153
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3172
- Adding Otsu thresholding for automatic image segmentation by @Neilstid in https://github.com/kornia/kornia/pull/3181
- fix onnx-sequential ir version by @johnnv1 in https://github.com/kornia/kornia/pull/3187
- drop support
torch<2.0.0by @johnnv1 in https://github.com/kornia/kornia/pull/3186 - fix ARKitQTVects_to_COLMAPQTVecs docstring by @mjfang in https://github.com/kornia/kornia/pull/3188
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3183
- Feat/ codeflash/optimize-torch_version-utils by @Meggison in https://github.com/kornia/kornia/pull/3196
- [Fix] fixed typing by @shijianjian in https://github.com/kornia/kornia/pull/3198
- fixing awkward phrasing in CONTRIBUTING.md by @Dhia-naouali in https://github.com/kornia/kornia/pull/3199
- Feat/codeflash-get_default_detector_config_new_batch by @Meggison in https://github.com/kornia/kornia/pull/3201
- Updating CONTRIBUTING.md with correct dev env setup by @Dhia-naouali in https://github.com/kornia/kornia/pull/3204
- Feat/codeflash-get-pooling-kernel-buffer by @Meggison in https://github.com/kornia/kornia/pull/3205
- Feat/codeflash-eye-numel-reconstruction-small-cases by @Meggison in https://github.com/kornia/kornia/pull/3206
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3192
- Feat/codeflash_grayscale_to_rgb by @Meggison in https://github.com/kornia/kornia/pull/3209
- Install Codeflash github action by @misrasaurabh1 in https://github.com/kornia/kornia/pull/3212
- Fix blocking operation in hsv_to_rgb by @astrobdr in https://github.com/kornia/kornia/pull/3221
- compeleted todo: optimized _distort_points_kannala_brandt by @sidd-27 in https://github.com/kornia/kornia/pull/3220
- Adaptive Discriminator Augmentation preset by @Dhia-naouali in https://github.com/kornia/kornia/pull/3197
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3222
- Fix/jit/validate box by @shijianjian in https://github.com/kornia/kornia/pull/3202
- Feat/codeflash-subpixel_step-compute by @Meggison in https://github.com/kornia/kornia/pull/3215
- optimized bbox_to_mask3d by vectorizing loop by 5526.89% by @sidd-27 in https://github.com/kornia/kornia/pull/3223
- Implement color space conversion in Image and add tests by @sidd-27 in https://github.com/kornia/kornia/pull/3217
- optimized squared and Euclidian dist calculation by 130% by @sidd-27 in https://github.com/kornia/kornia/pull/3218
- optimized mod function by using inbuilt torch.remainder by 336% by @sidd-27 in https://github.com/kornia/kornia/pull/3224
- optimized line fit for 2d case by upto 2665.96% by using closed form solution by @sidd-27 in https://github.com/kornia/kornia/pull/3219
- optimized otsu threshold forward by 308.5x (30850% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3237
- Line sampling opt 200% - 2000% depending on input size by @sidd-27 in https://github.com/kornia/kornia/pull/3230
- Speed up function
normalize_min_maxby 64% by @Meggison in https://github.com/kornia/kornia/pull/3246 - Speed up function
compose_transformationsby 24% by @Meggison in https://github.com/kornia/kornia/pull/3247 - Speed up function relative_transformation by 33% by @Meggison in https://github.com/kornia/kornia/pull/3236
- optimized normalize() with inbuilt function to get 55.3% speedup by @sidd-27 in https://github.com/kornia/kornia/pull/3228
- optimized needleman_wunsch by 1772.46% by @sidd-27 in https://github.com/kornia/kornia/pull/3231
- optimized img_to_str by about 3.5x (350%) by @sidd-27 in https://github.com/kornia/kornia/pull/3241
- optimized strip_hash with 1.96x (196%) speedup by @sidd-27 in https://github.com/kornia/kornia/pull/3242
- Speed up function
val2tupleby 148% by @Meggison in https://github.com/kornia/kornia/pull/3233 - fixed docstring issue by @sidd-27 in https://github.com/kornia/kornia/pull/3238
- optimized save_pointcloud_ply by 16.84x (1684%) by @sidd-27 in https://github.com/kornia/kornia/pull/3244
- optimized find_next_powerof_two by 3.71x (371% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3250
- optimized random_intrinsics by 36.74% by @sidd-27 in https://github.com/kornia/kornia/pull/3252
- optimized image_list_to_tensor by 2.92x (292% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3245
- speedup euclidean_distance() by 150% with more efficient tensor ops by @sidd-27 in https://github.com/kornia/kornia/pull/3234
- optimized so3 exp by 28.41% (1.39x) by @sidd-27 in https://github.com/kornia/kornia/pull/3254
- optimized to_pil by 2.71x (63.17% improvement) by @sidd-27 in https://github.com/kornia/kornia/pull/3255
- optimized get_grid by 23% by @sidd-27 in https://github.com/kornia/kornia/pull/3256
- optimized make_grid by 2.82x by @sidd-27 in https://github.com/kornia/kornia/pull/3257
- Opti kb undistort by 2.69x by @sidd-27 in https://github.com/kornia/kornia/pull/3253
- optimized nms_bbox 4.83x (483.5% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3251
- optimized create_dedode_default by 28.30x (2830% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3260
- optimized batch_2x2_ellipse by about 3-6x by @sidd-27 in https://github.com/kornia/kornia/pull/3261
- optimized to_box by 6.33x (630%) by adding a gpu friendly path by @sidd-27 in https://github.com/kornia/kornia/pull/3262
- Add missing docstrings to geometry module (quaternion, ransac) by @Ruddellj in https://github.com/kornia/kornia/pull/3240
- optimized build_attention_bias by 6.37x (637%) by @sidd-27 in https://github.com/kornia/kornia/pull/3263
- optimized bbox_to_mask by 200x by @sidd-27 in https://github.com/kornia/kornia/pull/3269
- optimized parse_colmap_output by 99x by @sidd-27 in https://github.com/kornia/kornia/pull/3268
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3264
- optimized one_hot by changing order of operations by @sidd-27 in https://github.com/kornia/kornia/pull/3281
- optimized cauchy, tversky and German mclaure loss functions by @sidd-27 in https://github.com/kornia/kornia/pull/3272
- added clamping to log by @sidd-27 in https://github.com/kornia/kornia/pull/3277
- optimized linear illumination by 6x in some cases by @sidd-27 in https://github.com/kornia/kornia/pull/3274
- optimized check image using aminmax by @sidd-27 in https://github.com/kornia/kornia/pull/3270
- Correct lambda calculation in Cutmix.py as mentioned in [#3077] by @sidd-27 in https://github.com/kornia/kornia/pull/3297
- removed depreciated torch.cross for torch.linalg.cross and fixed [#2822] by @sidd-27 in https://github.com/kornia/kornia/pull/3290
- implemented quaternion averaging by @sidd-27 in https://github.com/kornia/kornia/pull/3287
- fix(io): ensure grayscale images are saved with channel dim (HxWx1) (#3280) by @sanskarmodi8 in https://github.com/kornia/kornia/pull/3284
- fixed bug and optimized axis_angle_to_rotation_matrix() by 1.5x by @sidd-27 in https://github.com/kornia/kornia/pull/3276
- Feat/codeflash-cache-non-zero-tensors-proj-matrix by @Meggison in https://github.com/kornia/kornia/pull/3229
- optimized get_kron_order by upto 83x by @sidd-27 in https://github.com/kornia/kornia/pull/3289
- feat: migrate GitHub Actions workflows to local repository by @Meggison in https://github.com/kornia/kornia/pull/3295
- optimized load_pointcloud_ply by 27.91x (2791% speedup) by @sidd-27 in https://github.com/kornia/kornia/pull/3243
- Development workflow: migrate from Makefile to uv + justfile by @Meggison in https://github.com/kornia/kornia/pull/3302
- chore(deps-dev): bump pytest from 8.3.5 to 8.4.2 by @dependabot[bot] in https://github.com/kornia/kornia/pull/3285
- optimized _modified_bessel_i and finished todo by @sidd-27 in https://github.com/kornia/kornia/pull/3303
- optimized polynomial solvers by @sidd-27 in https://github.com/kornia/kornia/pull/3304
- optimized relative transform by removing unnecessary copying of data by @sidd-27 in https://github.com/kornia/kornia/pull/3315
- Fix RandomCrop transformation matrix to reflect actual image scaling by @Meggison in https://github.com/kornia/kornia/pull/3310
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3271
- fix: resolve RUF059 & RUF043 linting violations for unused unpacked variables by @Meggison in https://github.com/kornia/kornia/pull/3324
- feat: add uv.lock for reproducible dependency management by @Meggison in https://github.com/kornia/kornia/pull/3307
- Fix gradient check in
convert_points_from_homogeneousby @manurare in https://github.com/kornia/kornia/pull/3329 - Fix quaternion scalar arithmetic gradient issues (Issue [#3101]) by @Meggison in https://github.com/kornia/kornia/pull/3334
- fix: correct same_on_frame and same_on_batch logic in VideoSequential by @RakshithaKowlikar in https://github.com/kornia/kornia/pull/3330
- fixed the rgba to rgb converter by @JasMehta08 in https://github.com/kornia/kornia/pull/3323
- optimized denormalize by @sidd-27 in https://github.com/kornia/kornia/pull/3317
- fix: Relax tolerance for test_random_crops bbox assertions by @Meggison in https://github.com/kornia/kornia/pull/3336
- fix: restrict transformers version to <4.57 for compatibility by @Borda in https://github.com/kornia/kornia/pull/3332
- fix: add HF-hub dependency & update uv.lock: pin huggingface-hub<1.0 by @Borda in https://github.com/kornia/kornia/pull/3338
- [pre-commit.ci] pre-commit suggestions by @pre-commit-ci[bot] in https://github.com/kornia/kornia/pull/3326
- Update pointcloud_io.py by @thimotedupuch in https://github.com/kornia/kornia/pull/3345
- Revert "optimized nms_bbox 4.83x (483.5% speedup) (#3251)" by @edgarriba in https://github.com/kornia/kornia/pull/3349
New Contributors
- @VARUN3WARE made their first contribution in https://github.com/kornia/kornia/pull/3131
- @Incharajayaram made their first contribution in https://github.com/kornia/kornia/pull/3142
- @abdulrahman-riyad made their first contribution in https://github.com/kornia/kornia/pull/3143
- @SimonLarsen made their first contribution in https://github.com/kornia/kornia/pull/3134
- @dasarchan made their first contribution in https://github.com/kornia/kornia/pull/3152
- @Force1ess made their first contribution in https://github.com/kornia/kornia/pull/3137
- @misrasaurabh1 made their first contribution in https://github.com/kornia/kornia/pull/3156
- @Shubham-Sahoo made their first contribution in https://github.com/kornia/kornia/pull/3162
- @soumya997 made their first contribution in https://github.com/kornia/kornia/pull/3149
- @Halyjo made their first contribution in https://github.com/kornia/kornia/pull/3168
- @stephen-mtz made their first contribution in https://github.com/kornia/kornia/pull/3171
- @Neilstid made their first contribution in https://github.com/kornia/kornia/pull/3181
- @mjfang made their first contribution in https://github.com/kornia/kornia/pull/3188
- @Meggison made their first contribution in https://github.com/kornia/kornia/pull/3196
- @Dhia-naouali made their first contribution in https://github.com/kornia/kornia/pull/3199
- @astrobdr made their first contribution in https://github.com/kornia/kornia/pull/3221
- @sidd-27 made their first contribution in https://github.com/kornia/kornia/pull/3220
- @Ruddellj made their first contribution in https://github.com/kornia/kornia/pull/3240
- @sanskarmodi8 made their first contribution in https://github.com/kornia/kornia/pull/3284
- @manurare made their first contribution in https://github.com/kornia/kornia/pull/3329
- @RakshithaKowlikar made their first contribution in https://github.com/kornia/kornia/pull/3330
- @JasMehta08 made their first contribution in https://github.com/kornia/kornia/pull/3323
- @thimotedupuch made their first contribution in https://github.com/kornia/kornia/pull/3345
Full Changelog: https://github.com/kornia/kornia/compare/v0.8.0...v0.8.2