v0.5.3

What's Changed

Fixed

• Navigation fix by @BertrandRenault in #252

Full Changelog: v0.5.2...v0.5.3

v0.5.2

What's Changed

Added

Protection against empty table and default review_state by @BertrandRenault in #228
Create video player with annotations by @timothee-LJN in #185

Fixed

Missing protection on no supercategory to export by @BertrandRenault in #222
Look for input rect in drag-rect instead of input by @BertrandRenault in #230
Allow add/update/delete of several item in one pass by @BertrandRenault in #245

Full Changelog: v0.5.1...v0.5.2

v0.5.1

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.1

Added

• Add box dimension when creating a bbox (#205)
• Add new GroundingDINO model (#184)
• Support for list features (#190)

Changed

• Data table refactor and added fonts back (#217)

Fixed

• FeaturesList bugs (#208)
• Check viewId in rectangle creation to avoid multiview box duplication (#210)

Pixano 0.5.0

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.0

Added

• Use PyPI trusted publishing (#194)
• Update docs deployment (#188)
• Update uses of Pixano Inference from GitHub to PyPI (#199)
• Prepare frontend for future video and 3D workspaces (#160)

Changed

• Improve autocomplete UX and placement (#171)
• Improve how stats are displayed in the app (#172)

Fixed

• Fix InferenceModel to stop relying on table order (#169)
• Check if categories is null before iterating in COCOExporter (#202)
• Allow page refresh in the deployed app (#173)
• Switch to pan tool when editing an object (#195)
• Fix highlighted objects disappearing in pre-annotation mode (#180)
• Update object in pre-annotation only if its active (#179)
• Fix updating default values for pre-annotation objects (#164)
• Fix home page background color (#175)
• Fix storybook (#177, #182)
• Fix 404 error with app favicon (#176)
• Prevent CUDA installation in lint and test GitHub actions (#197)
• Update deprecated GitHub actions (#192)

Pixano 0.5.0 (beta 4)

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.0b4

Added

• Add features auto-completion (#127)
• Add object highlighting by double clicking on image or clicking on its color in the inspector (#105, #121)
• Add new MobileSAM model as a lighter alternative to SAM (#102)
• Add choice between Pre-annotation or Model run in InferenceModel and pre-annotation notebook (#91)
• Create fixed size sections for Ground truth and Model run (#87, #109)
• Sort pre-annotation objects by bounding box top coordinate (#108)
• Ask for confirmation before leaving unsaved item with all buttons (#126)
• Add issue and pull request templates on GitHub repository (#130, #146)

Changed

• Update documentation for 0.5.0 release (#144)
• Refetch saved item automatically to update objects (#131)
• Remove unused object lock feature (#111)
• Switch "Objects" and "Scene" tabs order in the inspector (#107)

Fixed

• Fix issues with S3 paths and image URLs (#93, #138)
• Fix resetting semantic search when changing dataset (#84)
• Fix creating bounding box from mask automatically (#92)
• Fix "Save changes" not available after deleting a selected object (#136)
• Fix object edition also updating unrelated objects (#129)
• Fix saving dragged polygons (#110)
• Fix removing smart segmentation inputs after validation or cancel (#94)
• Fix saving review_state only in pre-annotation tables (#104)
• Fix focusing the the first feature field when creating object (#122)
• Fix issues with loading segmentation models (#124, #140, #151, #153)
• Fix random shapes appearing after deleting an object (#150)
• Fix bounding boxes to always have positive dimensions (#139)
• Fix buttons in Toolbar (#115, #142)
• Fix buttons in ImageInspector (#117)
• Fix buttons in DatasetHeader (#120)
• Freeze pnpm lockfile for more stable frontend CI (#135)

Pixano 0.5.0 (beta 3)

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.0b3

Added

• Add pre-annotation feature (#58)
• Allow creating concave polygons (#65)
• Allow dragging rectangle when edit mode is on (#68)

Changed

• Use UUIDs for imported item and objects to prevent ID conflicts (#55)
  • Imported IDs are kept as original_id for reference
• Use UUIDs for created objects in Pixano app to prevent ID conflicts (#57)
• Improve pixano.core unit tests (#67)

Fixed

• Fix removing created shapes when canceling an annotation (#61)
• Fix keeping modified points when creating a polygon (#63)
• Fix displaying drawn polygon only on matching image in multi-view (#74)
• Fix creating bounding box when saving mask or polygon (#77)
• Fix deleting rectangle selection once smart mask is created (#78)
• Fix switching to objects tab when a shape is created (#79)
• Fix formatting for new stable version of black (#64)

Pixano 0.5.0 (beta 2)

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.0b2

Changed

• Update InferenceModel and uses of pixano-inference (#51)

Fixed

• Fix scaling of bounding box edges when resizing with editing tool (#52)
• Fix issue where app would hang indefinitely when loading item with no features (#52)
• Fix loading embeddings only once a model is selected (#53)
• Fix visibility of the first point of a polygon (#54)

Pixano 0.5.0 (beta 1)

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.5.0b1

Added

• Add support for datasets stored on Amazon S3 cloud storage (#21, #29)
• Select interactive segmentation models with dropdown menu based on models found in directory (#12)
• Select semantic search models with dropdown menu based on embeddings found in dataset (#12)
• Add loading animation in frontend UI when loading or saving takes time (#15)
• Add option to load a list of category id and name pairs in Importers and to save it with Exporters (#11)
• Add new from_rle method to BBox type (#11)
• Add new file_name, width, and height properties to Image type (#11)
• Add GitHub actions to format, lint and test code (#2, #3, #4, #26)
• Add new unit tests and refactor existing tests (#11, #26)

Changed

• Breaking: Refactor Pixano Explorer and Annotator apps into a single Pixano app (#23, #27, #29)
• Breaking: Handle media files as URI links instead of base 64 encodings in Pixano API (#8)
  • Drop support for datasets imported without copying media files, i.e. using the portable=False option
  • Remove the portable=False option, users can now choose to either copy or move the media files to the dataset directory when using an Importer
• Refactor backend API with new endpoints, methods, data types, and more explicit error messages (#11, #12)
  • Update Dataset and DatasetInfo classes with new methods
  • Add new classes related to DatasetInfo (DatasetCategory, DatasetStat, DatasetTable)
  • Add new class related to Dataset (DatasetItem)
  • Add new classes related to DatasetItem (ItemEmbedding, ItemFeature, ItemObject, ItemView)
  • Refactor Exporters, Importers, and InferenceModels using updated API
• Refactor frontend components into a single ImageWorkspace (#23)
• Format, lint, and refactor backend code and Jupyter notebooks with black and Pylint (#2, #26)
• Format, lint, and refactor frontend code, Markdown and YAML files with Prettier and eslint (#2, #7, #12)
• Replace deprecated frontend package shortid by nanoid (#12)
• Update README with a header listing main features (#2)
• Update documentation website API accent color

Fixed

• Multiple visual fixes in frontend UI (#12, #15)
• Fix retrieving category names with COCOImporter (#13)
• Fix type hints in backend code (#11)
• Fix pip commands in notebooks for Google Colab (#11)
• Fix broken link in CHANGELOG (#4)
• Fix documentation website API reference generation

Pixano 0.4.1

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.4.1

Added

• Add semantic search on images using models like CLIP
• Add optional custom media fields in COCO and Image Importer in addition to the standard "image" field
• Add CONTRIBUTING.md for installation information and contribution guidelines

Changed

• Improve descriptions and fix parameters in the notebooks
• Update dependencies requirements (Lance, FastAPI, Pydantic...)
• Move unit tests and assets to tests/ folder

Fixed

• Fix ONNX Runtime dependencies for using SAM and other interactive annotation models
• Fix dataset scrolling in Pixano Annotator
• Fix paths for Pixano API reference generation
• Raise an error when importing a dataset if the output is empty, generally because no files were found
• Fix Python import in data/importers

Pixano 0.4.0

Under active development, subject to API change

Install this version of Pixano with pip install pixano==0.4.0

Added

• UI: Add a dataset dashboard in Pixano Explorer with dataset information and statistics
• UI: Add a labels hierarchy to group them by source, by view, and by category in item view
• UI: Add label category ID on hover in side panel and label toolbar in item view
• Add labeling tool for classification in Pixano Annotator
• Add delete tool for clearing current annotations in Pixano Annotator

Changed

• Breaking: Replace ObjectAnnotation by new and better-defined PixanoTypes, and add notebook for creating a custom PixanoType
• Breaking: Update dataset storage format to lancedb, using .lance files instead of .parquet, and with separate tables for media, annotations, and embeddings
• Design overhaul of both Pixano Explorer and Annotator apps
• Refactor UI code and merge common code of Pixano Explorer and Annotator apps
• Refactor Python code and add unit tests
• Change thumbnails from 3x2 images to 4x2 images in dataset importer
• Generate API references automatically on the Pixano documentation website using mkdocs plugins

Fixed

• UI: Fix category colors in item view
• UI: Fix item annotations to scale with zoom in item view
• UI: Fix displaying item information in item view
• UI: Fix clearing user inputs in item view if either segmentation model or embeddings are missing
• UI: Fix notebook integration by replacing JavaScript pop-ups by integrated windows
• UI: Fix displaying multi-view datasets in Pixano Annotator
• Fix saving annotations to file from Pixano Annotator
• Fix portable option in dataset import to copy files instead of moving them
• Fix imports and dependency versions for Pixano apps and UI components