Luxonis-ml

* docs: fixed warnings and improved formatting by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/207


**Full Changelog**: https://github.com/luxonis/luxonis-ml/compare/v0.4.1-beta...v0.5.0-beta

What's Changed
* Add background class for segmentation if pixels without annotations found by sokovninn in https://github.com/luxonis/luxonis-ml/pull/191
* Clip width and height in BBoxAnnotation by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/192
* Updated auto labeler configuration by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/195
* Fixed records without annotations by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/197
* Update docs generation by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/198
* LuxonisML Data Docs by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/196
* Fix: Prevent training from crashing when unable to connect to MLflow. by JSabadin in https://github.com/luxonis/luxonis-ml/pull/193
* fix: sort classes alphabetically by JSabadin in https://github.com/luxonis/luxonis-ml/pull/194
* fewer reconnections by JSabadin in https://github.com/luxonis/luxonis-ml/pull/203
* hotifx: adding file names to be ignored by the COCO parser by JSabadin in https://github.com/luxonis/luxonis-ml/pull/199
* fix: add background to multiclass only by JSabadin in https://github.com/luxonis/luxonis-ml/pull/204
* Fix augmented loader with no labels by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/202
* Added `pydoctor` to CONTRIBUTING.md by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/201
* Speed up semantic segmentation annotations loading by sokovninn in https://github.com/luxonis/luxonis-ml/pull/205
* Added dai_type to NNArchive by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/200

What's Changed
* [Hotfix] Config version set to 1.0 by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/190


**Full Changelog**: https://github.com/luxonis/luxonis-ml/compare/v0.4.0-beta...v0.4.1-beta

What's Changed

* Layout Inference by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/153
* Updated `fsspec` Version by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/155
* Small Typing and Code Fixes by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/156
* Added `__iter__` to BaseLoader by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/157
* DevOps Updates by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/158
* Augmentation SpeedUp fix by sokovninn in https://github.com/luxonis/luxonis-ml/pull/154
* Fixed path retrieval in loader which caused slow training on GCP by JSabadin in https://github.com/luxonis/luxonis-ml/pull/159
* Fixed CLI Table Width by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/161
* kwargs in `setup_logging` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/162
* Removed Singletone Pattern from `LuxonisConfig` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/160
* Coverage 90% by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/163
* Fix Loading Annotations by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/164
* Updated CODEOWNERS by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/165
* Augmentations hot-fix by JSabadin in https://github.com/luxonis/luxonis-ml/pull/167
* Removed `rich.print` For Debugging by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/170
* Simplified `make_splits` Parameters by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/169
* Duplicate Data Warning by JSabadin in https://github.com/luxonis/luxonis-ml/pull/168
* Fixed Order of Transforms in Augmentations by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/171
* Added `typeguard` to requirements-utils by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/172
* Fixed `guard_extras` to raise `ImportError` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/173
* Configured `codecov` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/174
* Removed `numpy.typing` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/175
* v0.4.0 - Metadata Update by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/178
* [Feat] Added name attribute to HeadType by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/176
* Added automatic clipping for normalized annotations by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/177
* Formatting by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/179
* Speedup in picking batched aug indices by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/183
* Fixed Incorrect Pyproject Classifier by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/185
* Improved Duplicate Warnings by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/184
* Bug Fix: Filtering Issue & Mosaic Transformation Logic Improvement by JSabadin in https://github.com/luxonis/luxonis-ml/pull/186
* Embedded Python Badge by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/187
* LuxonisParser - RoboFlow URL Support by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/189
* LuxonisML - `v0.4.0` by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/188


**Full Changelog**: https://github.com/luxonis/luxonis-ml/compare/v0.3.0-beta...v0.4.0-beta

What's Changed
- `luxonis_ml.data`
- Suport for custom tasks when using parsers (141)
- Support for using pixel mask annotations for generating `LuxonisDataset` (142)
- COCO Parser now supports both RoboFlow and FiftyOne COCO formats (137)
- `luxonis_ml.tracker`
- Support for native MLFlow system metric monitoring (146)
- Easier artifact uploading using `LuxonisTracker.upload_artifact` method (143)

Bugfixes
- Fixed freezing `LuxonisFileSystem.walk_dir` with GCS protocol (148)
- Fixed various issues related to incorrect syncing of data when using remote storage for `LuxonisDataset` (128)
- Several performance improvements
- Augmentations speedup (147)
- `LuxonisLoader` speedup (140)
- RLE `counts` can be zero (144)

What's Changed
* Fix - NN Archive Validation by kozlov721 in https://github.com/luxonis/luxonis-ml/pull/123
* Correctly pass number of segmentation classes to augmentations by klemen1999 in https://github.com/luxonis/luxonis-ml/pull/131
* Fix and Enhance Head Metadata Validation by jkbmrz in https://github.com/luxonis/luxonis-ml/pull/132


**Full Changelog**: https://github.com/luxonis/luxonis-ml/compare/v0.2.2-alpha...v0.2.3-alpha