Release v1.6.1rc1

What's Changed

• Modify numpy dependency constraint by @yunchu in #1435

Full Changelog: v1.6.0...v1.6.1rc1

Releases v1.6.0

What's Changed - Brief Version

New features

• Changed supported Python version range (>=3.9, <=3.11)
  (#1269)
• Support MMDetection COCO format
  (#1213)
• Develop JsonSectionPageMapper in Rust API
  (#1224)
• Add Filtering via User-Provided Python Functions
  (#1230, #1233)
• Remove supporting MacOS platform
  (#1235)
• Support Kaggle image data (KaggleImageCsvBase, KaggleImageTxtBase, KaggleImageMaskBase, KaggleVocBase, KaggleYoloBase)
  (#1240)
• Add __getitem__() for random accessing with O(1) time complexity
  (#1247)
• Add Data-aware Anchor Generator
  (#1251)
• Support bounding box import within Kaggle extractors and add KaggleCocoBase
  (#1273)

Enhancements

• Optimize Python import to make CLI entrypoint faster
  (#1182)
• Add ImageColorScale context manager
  (#1194)
• Enhance visualizer to toggle plot title visibility
  (#1228)
• Enhance Datumaro data format detect() to be memory-bounded and performant
  (#1229)
• Change RoIImage and MosaicImage to have np.uint8 dtype as default
  (#1245)
• Enable image backend and color channel format to be selectable
  (#1246)
• Boost up CityscapesBase and KaggleImageMaskBase by dropping np.unique
  (#1261)
• Enhance RISE algortihm for explainable AI
  (#1263)
• Enhance explore unit test to use real dataset from ImageNet
  (#1266)
• Fix each method of the comparator to be used separately
  (#1290)
• Bump ONNX version to 1.16.0
  (#1376)
• Print the color channel format (RGB) for datum stats command
  (#1389)
• Add ignore_index argument to Mask.as_class_mask() and Mask.as_instance_mask()
  (#1409)

Bug fixes

• Fix wrong example of Datumaro dataset creation in document
  (#1195)
• Fix wrong command to install datumaro from github
  (#1202, #1207)
• Update document to correct wrong datum project import command and add filtering example to filter out items containing annotations.
  (#1210)
• Fix label compare of distance method
  (#1205)
• Fix Datumaro visualizer's import errors after introducing lazy import
  (#1220)
• Fix broken link to supported formats in readme
  (#1221)
• Fix Kinetics data format to have media data
  (#1223)
• Handling undefined labels at the annotation statistics
  (#1232)
• Add unit test for item rename
  (#1237)
• Fix a bug in the previous behavior when importing nested datasets in the project
  (#1243)
• Fix Kaggle importer when adding duplicated labels
  (#1244)
• Fix input tensor shape in model interpreter for OpenVINO 2023.3
  (#1251)
• Add default value for target in prune cli
  (#1253)
• Remove deprecated MediaManager
  (#1262)
• Fix explore command without project
  (#1271)
• Fix enable COCO to import only bboxes
  (#1360)
• Fix resize transform for RleMask annotation
• (#1361)
• Fix import YOLO variants from extractor when urls is not specified
  (#1362)

What's Changed- Full Version

• Adjust pr-check on condition by @yunchu in #1146
• Infra/mergeback 1.5.0 by @yunchu in #1152
• Bump version string by @yunchu in #1156
• Modify coco to export annotations without media by @jihyeonyi in #1158
• fix github link in docs by @smidm in #1159
• Fix broken YOLO ultralytics links by @daniilpastukhov in #1161
• Upgrade openvino to 2023.1 by @yunchu in #1167
• Add SAMAutomaticMaskGeneration transform by @vinnamkim in #1168
• Mergeback 1.5.1rc2 by @yunchu in #1181
• Optimize Python import to make CLI entrypoint faster by @vinnamkim in #1182
• Add ImageColorScale context manager by @vinnamkim in #1194
• Fix wrong example of Datumaro dataset creation in document by @sooahleex in #1195
• Mergeback 1.5.1 to develop by @yunchu in #1200
• update document regarding installation command from github by @jihyeonyi in #1202
• hotfix indent of installation document by @jihyeonyi in #1207
• correct datum project import examples by @jihyeonyi in #1210
• Fix label compare of distance method by @sooahleex in #1205
• Add MMDetection COCO format importer by @wonjuleee in #1213
• Update code scanning wf for reporting bandit detection as eror by @yunchu in #1215
• Update version constraint for dvc and tfds by @yunchu in #1218
• Upgrade OpenVINO by @sovrasov in #1196
• fix broken link to supported formats by @jihyeonyi in #1221
• Fix Datumaro visualizer's import errors after introducing lazy import by @vinnamkim in #1220
• Enable fuzzing to the CLI by @yunchu in #1222
• Develop JsonSectionPageMapper in Rust API by @vinnamkim in #1224
• Add nosec B311 directives by @vinnamkim in #1226
• Enhance visualizer to toggle plot title visibility by @vinnamkim in #1228
• Move Rust API unit tests to a separate directory by @vinnamkim in #1227
• [Bug] Fix Kinetics format to have media by @wonjuleee in #1223
• Enhance Datumaro data format detect() to be memory-bounded and performant by @vinnamkim in #1229
• Add Filtering via User-Provided Python Functions by @vinnamkim in #1230
• Handling undefined labels at the annotation statistics by @jihyeonyi in #1232
• Update filtering skill up page by @vinnamkim in #1233
• Upgrade CI to MACOS-12 by @vinnamkim in #1234
• Remove supporting MacOS platform by @yunchu in #1235
• Bump version string by @yunchu in #1236
• Add unit test for item rename by @sooahleex in #1237
• Fix filtering skill up doc by @vinnamkim in #1238
• Add Kaggle data supports by @wonjuleee in #1240
• Fix a bug in the previous behavior when importing nested datasets in the project by @vinnamkim in #1243
• Fix duplicated label import for Kaggle importer by @wonjuleee in #1244
• Change RoIImage and MosaicImage to have np.uint8 dtype as default by @vinnamkim in #1245
• Enable image backend and color channel format to be selectable by @vinnamkim in #1246
• Implement dm.Dataset index access by @itrushkin in https://github....

Release v1.5.2

What's Changed - Brief Version

Enhancements

• Add memory bounded datumaro data format detect.
  (#1241)
• Set protobuf version constraint to 4.*
  (#1260)

What's Changed- Full Version

• Add memory bounded datumaro data format detect to release 1.5.1 by @vinnamkim in #1241
• Update protobuf version by @wonjuleee in #1248
• Update for 1.5.2 by @yunchu in #1250
• Update changelog and release note by @yunchu in #1256
• Set protobuf version constraint to 4.* by @yunchu in #1260

Full Changelog: v1.5.1...v1.5.2

Release v1.6.0rc1

What's Changed

• Add marker to new feature tests by @yunchu in #1148
• Add multi-threading option to ModelTransform and SAMBboxToInstanceMask by @vinnamkim in #1145
• Fix flaky test by setting the join timeout to infinite by @vinnamkim in #1149
• Update for release 1.5.0rc2 by @yunchu in #1150
• Update for release1.5.0 by @yunchu in #1151
• Fix typos in release notes and changelog by @yunchu in #1157
• Enhance Datumaro data format stream importer performance by @vinnamkim in #1153
• fix errata in voc doc by @jihyeonyi in #1163
• upgrade openvino version to 2023.1 by @yunchu in #1164
• Add SAMAutomaticMaskGeneration transform by @vinnamkim in #1168
• Fix doc links for 1.5.1 by @vinnamkim in #1165
• Update our CI OS from windows-2019 to windows-2022 by @vinnamkim in #1172
• Fix memory unbounded Arrow data format export/import by @vinnamkim in #1169
• Revert openvino version to 2023.0 by @yunchu in #1170
• Change image default dtype from float32 to uint8 by @vinnamkim in #1175
• update explore path by @jihyeonyi in #1176
• Mergeback 1.5.1rc2 by @yunchu in #1181
• Fix imagenet when importing a dataset with non-directory files by @wonjuleee in #1179
• warning instead of raising an error for unsupported annotation types by @jihyeonyi in #1180
• Update CVAT format doc to bypass warning by @sooahleex in #1183
• Add comparison level-up doc by @sooahleex in #1174
• Optimize Python import to make CLI entrypoint faster by @vinnamkim in #1182
• Add ImportError to catch GitPython import error by @vinnamkim in #1186
• Versionup/1.5.1rc3 by @vinnamkim in #1187
• [Bug fix] restore test for splitting video by @wonjuleee in #1188
• Update publish workflow to use internal pypi by @yunchu in #1191
• Update tag checking step to parse from release branch by @yunchu in #1192
• Update release note by @yunchu in #1193
• Add ImageColorScale context manager by @vinnamkim in #1194
• Fix wrong example of Datumaro dataset creation in document by @sooahleex in #1195
• Mergeback 1.5.1 to develop by @yunchu in #1200
• update document regarding installation command from github by @jihyeonyi in #1202
• hotfix indent of installation document by @jihyeonyi in #1207
• correct datum project import examples by @jihyeonyi in #1210
• Fix label compare of distance method by @sooahleex in #1205
• Add MMDetection COCO format importer by @wonjuleee in #1213
• Update code scanning wf for reporting bandit detection as eror by @yunchu in #1215
• Update version constraint for dvc and tfds by @yunchu in #1218
• Upgrade OpenVINO by @sovrasov in #1196
• fix broken link to supported formats by @jihyeonyi in #1221
• Fix Datumaro visualizer's import errors after introducing lazy import by @vinnamkim in #1220
• Enable fuzzing to the CLI by @yunchu in #1222
• Develop JsonSectionPageMapper in Rust API by @vinnamkim in #1224
• Add nosec B311 directives by @vinnamkim in #1226
• Enhance visualizer to toggle plot title visibility by @vinnamkim in #1228
• Move Rust API unit tests to a separate directory by @vinnamkim in #1227
• [Bug] Fix Kinetics format to have media by @wonjuleee in #1223
• Enhance Datumaro data format detect() to be memory-bounded and performant by @vinnamkim in #1229
• Add Filtering via User-Provided Python Functions by @vinnamkim in #1230
• Handling undefined labels at the annotation statistics by @jihyeonyi in #1232
• Update filtering skill up page by @vinnamkim in #1233
• Upgrade CI to MACOS-12 by @vinnamkim in #1234
• Remove supporting MacOS platform by @yunchu in #1235
• Bump version string by @yunchu in #1236
• Add unit test for item rename by @sooahleex in #1237
• Fix filtering skill up doc by @vinnamkim in #1238
• Add Kaggle data supports by @wonjuleee in #1240

New Contributors

• @sovrasov made their first contribution in #1196

Full Changelog: v1.6.0rc0...v1.6.0rc1

Release v1.5.1

What's Changed - Brief Version

Enhancements

• Enhance Datumaro data format stream importer performance
  (#1153)
• Change image default dtype from float32 to uint8
  (#1175)
• Add comparison level-up doc
  (#1174)
• Add ImportError to catch GitPython import error
  (#1174)

Bug fixes

• Modify the draw function in the visualizer not to raise an error for unsupported annotation types.
  (#1180)
• Correct explore path in the related document.
  (#1176)
• Fix errata in the voc document. Color values in the labelmap.txt should be separated by commas, not colons.
  (#1162)
• Fix hyperlink errors in the document
  (#1159, #1161)
• Fix memory unbounded Arrow data format export/import
  (#1169)
• Update CVAT format doc to bypass warning
  (#1183)

What's Changed- Full Version

• Fix typos in release notes and changelog by @yunchu in #1157
• Enhance Datumaro data format stream importer performance by @vinnamkim in #1153
• fix errata in voc doc by @jihyeonyi in #1163
• upgrade openvino version to 2023.1 by @yunchu in #1164
• Fix doc links for 1.5.1 by @vinnamkim in #1165
• Update our CI OS from windows-2019 to windows-2022 by @vinnamkim in #1172
• Fix memory unbounded Arrow data format export/import by @vinnamkim in #1169
• Revert openvino version to 2023.0 by @yunchu in #1170
• Change image default dtype from float32 to uint8 by @vinnamkim in #1175
• update explore path by @jihyeonyi in #1176
• Fix imagenet when importing a dataset with non-directory files by @wonjuleee in #1179
• warning instead of raising an error for unsupported annotation types by @jihyeonyi in #1180
• Update CVAT format doc to bypass warning by @sooahleex in #1183
• Add comparison level-up doc by @sooahleex in #1174
• Add ImportError to catch GitPython import error by @vinnamkim in #1186
• Versionup/1.5.1rc3 by @vinnamkim in #1187
• [Bug fix] restore test for splitting video by @wonjuleee in #1188
• Update publish workflow to use internal pypi by @yunchu in #1191
• Update tag checking step to parse from release branch by @yunchu in #1192
• Update release note by @yunchu in #1193

Full Changelog: v1.5.0...v1.5.1

Release v1.5.1rc4

What's Changed

• [Bug fix] restore test for splitting video by @wonjuleee in #1188
• Update publish workflow to use internal pypi by @yunchu in #1191
• Update tag checking step to parse from release branch by @yunchu in #1192

Full Changelog: v1.5.1rc3...v1.5.1rc4

v1.5.1rc3

What's Changed

• Fix typos in release notes and changelog by @yunchu in #1157
• Enhance Datumaro data format stream importer performance by @vinnamkim in #1153
• fix errata in voc doc by @jihyeonyi in #1163
• upgrade openvino version to 2023.1 by @yunchu in #1164
• Fix doc links for 1.5.1 by @vinnamkim in #1165
• Update our CI OS from windows-2019 to windows-2022 by @vinnamkim in #1172
• Fix memory unbounded Arrow data format export/import by @vinnamkim in #1169
• Revert openvino version to 2023.0 by @yunchu in #1170
• Change image default dtype from float32 to uint8 by @vinnamkim in #1175
• update explore path by @jihyeonyi in #1176
• Fix imagenet when importing a dataset with non-directory files by @wonjuleee in #1179
• warning instead of raising an error for unsupported annotation types by @jihyeonyi in #1180
• Update CVAT format doc to bypass warning by @sooahleex in #1183
• Add comparison level-up doc by @sooahleex in #1174
• Add ImportError to catch GitPython import error by @vinnamkim in #1186
• Versionup/1.5.1rc3 by @vinnamkim in #1187

Full Changelog: v1.5.0...v1.5.1rc3

v1.5.1rc2

What's Changed

• Fix typos in release notes and changelog by @yunchu in #1157
• Enhance Datumaro data format stream importer performance by @vinnamkim in #1153
• fix errata in voc doc by @jihyeonyi in #1163
• Fix doc links for 1.5.1 by @vinnamkim in #1165
• Update our CI OS from windows-2019 to windows-2022 by @vinnamkim in #1172
• Fix memory unbounded Arrow data format export/import by @vinnamkim in #1169
• Change image default dtype from float32 to uint8 by @vinnamkim in #1175
• update explore path by @jihyeonyi in #1176

Full Changelog: v1.5.0...v1.5.1rc2

Release v1.6.0rc0

What's Changed

• Mark xfails on flaky and unavailable tests by @vinnamkim in #1141
• Remove deprecates announced to be removed in 1.5.0 by @vinnamkim in #1140
• Update auto issue assignees by @vinnamkim in #1137
• Raise VcsAlreadyExists error if vcs directory exists by @vinnamkim in #1138
• Add SAMBboxToInstanceMask transform by @vinnamkim in #1133
• Add notebook example for SAMBboxToInstanceMask transform by @vinnamkim in #1134
• Update CI report format to csv by @chuneuny-emily in #1144
• Add ConfigurableValidator by @wonjuleee in #1142
• Adjust pr-check on condition by @yunchu in #1146
• Infra/mergeback 1.5.0 by @yunchu in #1152
• Bump version string by @yunchu in #1156
• Modify coco to export annotations without media by @jihyeonyi in #1158
• fix github link in docs by @smidm in #1159
• Fix broken YOLO ultralytics links by @daniilpastukhov in #1161
• Upgrade openvino to 2023.1 by @yunchu in #1167

New Contributors

• @smidm made their first contribution in #1159
• @daniilpastukhov made their first contribution in #1161

Full Changelog: v1.5.0rc0...v1.6.0rc0

Release v1.5.0

What's Changed - Brief Version

New features

• Add tabular data import/export
  (#1089)
• Support video annotation import/export
  (#1124)
• Add multiframework (PyTorch, Tensorflow) converter
  (#1125)
• Add SAM OVMS and Triton server Docker image builders
  (#1129)
• Add SAMBboxToInstanceMask transform
  (#1133, #1134)
• Add ConfigurableValidator
  (#1142)

Enhancements

• Enhance ClassificationValidator for multi-label classification datasets with label_groups
  (#1116)
• Replace Roboflow xml.etree with defusedxml
  (#1117)
• Define GroupType with IntEnum for, where 0 is EXCLUSIVE
  (#1116)
• Add Rust API to optimize COCOPageMapper performance
  (#1120)
• Support a dictionary input in addition to a single image input for the model launcher to support Segment Anything Model
  (#1133)
• Remove deprecates announced to be removed in 1.5.0
  (#1140)
• Add multi-threading option to ModelTransform and SAMBboxToInstanceMask
  (#1145, #1149)

Bug fixes

• Fix bugs for Tile transform
  (#1123)
• Disable Roboflow Tfrecord format when Tensorflow is not installed
  (#1130)
• Raise VcsAlreadyExists error if vcs directory exists
  (#1138)

What's Changed - Full Version

• updated supported python version range by @yunchu in #1083
• tabular dataset support by @jihyeonyi in #1089
• Merge back/1.4.0rc2 by @vinnamkim in #1096
• Documentatino for tabular format by @jihyeonyi in #1097
• Merge back Releases/1.4.0 by @vinnamkim in #1111
• Fix format roboflow for coco by @sooahleex in #1113
• Remove xfail marks from the convert integration tests by @vinnamkim in #1115
• Replace xml.etree.ElementTree with defusedxml by @wonjuleee in #1117
• Enhance ClassificationValidator to cope with multilabel classification datasets with label_groups by @wonjuleee in #1116
• add boxes-to-polygons transform by @jihyeonyi in #1119
• Add Rust API to optimize COCOPageMapper performance by @vinnamkim in #1120
• add ellipse to 'ShapesToBoxes' transform by @jihyeonyi in #1121
• Fix bugs for Tile transform by @vinnamkim in #1123
• support video annotation by @bonhunko in #1124
• Add Roboflow document by @wonjuleee in #1127
• Enable Torch conversion from Dataset by @wonjuleee in #1125
• Update version.py by @yunchu in #1131
• Add SAM OVMS and Triton server Docker image builders by @vinnamkim in #1129
• Fix Roboflow format: Disable roboflow_tfrecord when tf is not installed by @wonjuleee in #1130
• Update publish workflow to setup rust toolchain by @yunchu in #1132
• Update pyproject.toml to add rust installation to cibuildwheel for linux by @yunchu in #1135
• Mark xfails on flaky and unavailable tests by @vinnamkim in #1141
• Remove deprecates announced to be removed in 1.5.0 by @vinnamkim in #1140
• Update auto issue assignees by @vinnamkim in #1137
• Raise VcsAlreadyExists error if vcs directory exists by @vinnamkim in #1138
• Add SAMBboxToInstanceMask transform by @vinnamkim in #1133
• Add notebook example for SAMBboxToInstanceMask transform by @vinnamkim in #1134
• Update CI report format to csv by @chuneuny-emily in #1144
• Add ConfigurableValidator by @wonjuleee in #1142
• Add marker to new feature tests by @yunchu in #1148
• Add multi-threading option to ModelTransform and SAMBboxToInstanceMask by @vinnamkim in #1145
• Fix flaky test by setting the join timeout to infinite by @vinnamkim in #1149
• Update for release 1.5.0rc2 by @yunchu in #1150
• Update for release1.5.0 by @yunchu in #1151

Full Changelog: v1.4.1...v1.5.0