v0.6.2-beta

What's Changed

• Added __contains__ to registry by @kozlov721 in #251
• Graph utilities by @kozlov721 in #252
• Added semgrep workflow with some fixes by @klemen1999 in #253
• fix empty label shapes by @JSabadin in #254
• Fix: empty labels by @kozlov721 in #255
• fix examples by @JSabadin in #256
• Fix opencv with internal pip install by @kozlov721 in #257
• Fix duplicate exception logging by @kozlov721 in #259
• Fix: duplicate warning with multiple tasks by @kozlov721 in #260
• Fix: remote deletion by @kozlov721 in #263
• Fix: pycocotools warnings by @kozlov721 in #261
• Replaced pkg_resources with importlib.metadata by @kozlov721 in #262
• Updated to secure MLFlow and PyArrow versions by @klemen1999 in #264
• Updated CI & linting by @kozlov721 in #246
• Updated Params type alias by @kozlov721 in #258
• Fix artifacts name for codecov syncing by @kozlov721 in #267
• remote option in CLI by @kozlov721 in #268
• PoC: Dataset export by @kozlov721 in #269
• Deprecate DatasetRecord.task by @kozlov721 in #270
• Updated deprecated task in tests and parsers by @kozlov721 in #271
• Release v0.6.2 by @klemen1999 in #272

Full Changelog: v0.6.1-beta...v0.6.2-beta

v0.6.1-beta

What's Changed

• Added missing pyarrow requirement by @kozlov721 in #248
• Check requirements on release by @kozlov721 in #249

Full Changelog: v0.6.0-beta...v0.6.1-beta

v0.6.0-beta

What's Changed

• Set mdformat-gfm version explicitly to ensure compatibility by @CaptainTrojan in #219
• Nested Labels and Augmentation by @kozlov721 in #211
• Native LDF Parser by @kozlov721 in #218
• feat: skip dataset re-download and ensure safe dataset syncing by @JSabadin in #220
• Feat/merge datasets by @JSabadin in #221
• Default empty task name by @kozlov721 in #222
• Fix batch augmentations for p=0 by @kozlov721 in #223
• Fixes for nested labels by @kozlov721 in #224
• Registry Type Fix by @kozlov721 in #225
• Loader color_space attribute by @kozlov721 in #226
• Additional registry fixes by @kozlov721 in #227
• COCO instance segmentation parser by @kozlov721 in #230
• Fix empty labels by @kozlov721 in #228
• Distributed tests by @kozlov721 in #231
• Fix special augmentations with no bboxes by @kozlov721 in #232
• Fix incompatibility with LDF 1.0.0 by @kozlov721 in #233
• Metadata improvements by @kozlov721 in #234
• Color helper functions by @kozlov721 in #236
• Cleaned-up requirements by @kozlov721 in #239
• fix mosaic4 by @JSabadin in #238
• fix warn on duplicates by @JSabadin in #237
• loguru by @kozlov721 in #241
• Release v0.6.0 by @kozlov721 in #240
• Removed numpy dependency in luxonis_ml.typing by @kozlov721 in #244
• fix kpts and bbox edge cases by @JSabadin in #243
• Sort classes alphabetically by @JSabadin in #245

New Contributors

• @CaptainTrojan made their first contribution in #219

Full Changelog: v0.5.1-beta...v0.6.0-beta

v0.5.1-beta

What's Changed

• Adding more data types to NNArchive by @klemen1999 in #208
• feat: log_matrix by @JSabadin in #209
• loading with empty annotations by @JSabadin in #210
• Added --only-local to pytest by @kozlov721 in #212
• codecov base report update by @kozlov721 in #213
• codecov workflow - added name and workflow_dispatch by @kozlov721 in #214
• Change artifact download action by @kozlov721 in #216
• Fix overlapping masks in semantic segmentation targets by @sokovninn in #215
• Release v0.5.1 by @klemen1999 in #217

Full Changelog: v0.5.0-beta...v0.5.1-beta

v0.5.0-beta

What's Changed

• Add background class for segmentation if pixels without annotations found by @sokovninn in #191
• Clip width and height in BBoxAnnotation by @klemen1999 in #192
• Updated auto labeler configuration by @kozlov721 in #195
• Fixed records without annotations by @kozlov721 in #197
• Update docs generation by @kozlov721 in #198
• LuxonisML Data Docs by @kozlov721 in #196
• Fix: Prevent training from crashing when unable to connect to MLflow. by @JSabadin in #193
• fix: sort classes alphabetically by @JSabadin in #194
• fewer reconnections by @JSabadin in #203
• hotifx: adding file names to be ignored by the COCO parser by @JSabadin in #199
• fix: add background to multiclass only by @JSabadin in #204
• Fix augmented loader with no labels by @kozlov721 in #202
• Added pydoctor to CONTRIBUTING.md by @kozlov721 in #201
• Speed up semantic segmentation annotations loading by @sokovninn in #205
• Added dai_type to NNArchive by @klemen1999 in #200
• Release v0.5.0 by @klemen1999 in #206
• docs: fixed warnings and improved formatting by @kozlov721 in #207

Full Changelog: v0.4.1-beta...v0.5.0-beta

v0.4.1-beta

What's Changed

• [Hotfix] Config version set to 1.0 by @klemen1999 in #190

Full Changelog: v0.4.0-beta...v0.4.1-beta

v0.4.0-beta

What's Changed

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

Full Changelog: v0.3.0-beta...v0.4.0-beta

v0.3.0-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)

v0.2.3-alpha

What's Changed

• Fix - NN Archive Validation by @kozlov721 in #123
• Correctly pass number of segmentation classes to augmentations by @klemen1999 in #131
• Fix and Enhance Head Metadata Validation by @jkbmrz in #132

Full Changelog: v0.2.2-alpha...v0.2.3-alpha

v0.2.2-alpha

What's Changed

• Parsers in NN Archive #127
• Task ingestion #126

Breaking Changes

• NN Archive structure changed