Kornia v0.6.0 Release Notes
Release Date: 2021-10-22 // over 2 years ago-
:new: New Features
- ➕ Add Training API (#1307)
- ➕ Added combine patches (#1309)
- ➕ Add semantic segmentation trainer (#1323)
- ➕ Add vanilla LO-RANSAC (#1335)
- ➕ Add Lambda function module (#1346)
- ➕ Add support for YUV420 and YUV422 to complement current YUV444 (#1360)
- ➕ Add raw to rgb color conversion (#1380)
- Implement separable_filter2d (#1385)
- ➕ Add MobileViT to contrib (#1388)
- Add solve_pnp_dlt (#1349)
- Add function image_list_to_tensor to utils (#1393)
- ➕ Add undistort_image function (#1303)
- Create kormia.metrics submodule (#1325)
- ➕ Add Image Stitching API (#1358)
- ➕ Add Homography Tracker API (#1389)
:exclamation: Changes
- 🚀 Refactor library namespaces [pre-release]0.6-rc1
- 🗄 deprecate 1.6/1.7 and add 1.9.1 (#1399)
:zap: Improvements
- Improve bbox_to_mask (#1351)
- 🔨 Refactor unfold->conv for morphology backbone (#1107)
- 👌 Improve focal loss for numerical stability (#1362)
- ➕ Add more border_type options for filter2D (#1375)
- 🗄 Replace deprecated torch.qr (#1376)
- ➕ Add special case hardcoded implementtion for local features speed up (#1387)
- Enable non/batched connected components (#1193)
- ✂ Remove warnings during testing (#1401)
🛠 :lady_beetle: Bug fixes
- 🛠 Fix binary focal loss (#1313)
- Fix kornia.geometry.subpix.spatial_soft_argmax imports (#1318)
- Fixed a simple typo in init.py (#1319)
- Fix path to dev requirements file in a setup_dev_env.sh (#1324)
- 🛠 Fix bug in create_meshgrid3d along depth (#1330)
- 🛠 Fix anisotropic scale error (#1340)
- Fix rgb_to_hsv for onnx (#1329)
- 🛠 Fixed useless return in ransac.py (#1352)
- 🛠 Fixed classificationhead typo and leave out some of the guesswork (#1354)
- 🛠 Fix clahe differentiability and tests (#1356)
- 🛠 Fixes singular matrix inverse/solve for RANSAC and ConvQuad3d (#1408)
- 🔄 Change intermediate datatype to fix imgwarp (#1413)