Pixano

*Under active development, subject to API change*

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

Added

- Use PyPI trusted publishing (pixano194)
- Update docs deployment (pixano188)
- Update uses of Pixano Inference from GitHub to PyPI (pixano199)
- Prepare frontend for future video and 3D workspaces (pixano160)

Changed

- Improve autocomplete UX and placement (pixano171)
- Improve how stats are displayed in the app (pixano172)

Fixed

- Fix InferenceModel to stop relying on table order (pixano169)
- Check if categories is null before iterating in COCOExporter (pixano202)
- Allow page refresh in the deployed app (pixano173)
- Switch to pan tool when editing an object (pixano195)
- Fix highlighted objects disappearing in pre-annotation mode (pixano180)
- Update object in pre-annotation only if its active (pixano179)
- Fix updating default values for pre-annotation objects (pixano164)
- Fix home page background color (pixano175)
- Fix storybook (pixano177, pixano182)
- Fix 404 error with app favicon (pixano176)
- Prevent CUDA installation in lint and test GitHub actions (pixano197)
- Update deprecated GitHub actions (pixano192)

*Under active development, subject to API change*

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

Added

- Add **features auto-completion** (pixano127)
- Add **object highlighting** by double clicking on image or clicking on its color in the inspector (pixano105, pixano121)
- Add **new MobileSAM model** as a lighter alternative to SAM (pixano102)
- Add choice between Pre-annotation or Model run in InferenceModel and pre-annotation notebook (pixano91)
- Create fixed size sections for Ground truth and Model run (pixano87, pixano109)
- Sort pre-annotation objects by bounding box top coordinate (pixano108)
- Ask for confirmation before leaving unsaved item with all buttons (pixano126)
- Add issue and pull request templates on GitHub repository (pixano130, pixano146)

Changed

- Update documentation for 0.5.0 release (pixano144)
- Refetch saved item automatically to update objects (pixano131)
- Remove unused object lock feature (pixano111)
- Switch "Objects" and "Scene" tabs order in the inspector (pixano107)

Fixed

- Fix issues with S3 paths and image URLs (pixano93, pixano138)
- Fix resetting semantic search when changing dataset (pixano84)
- Fix creating bounding box from mask automatically (pixano92)
- Fix "Save changes" not available after deleting a selected object (pixano136)
- Fix object edition also updating unrelated objects (pixano129)
- Fix saving dragged polygons (pixano110)
- Fix removing smart segmentation inputs after validation or cancel (pixano94)
- Fix saving review_state only in pre-annotation tables (pixano104)
- Fix focusing the the first feature field when creating object (pixano122)
- Fix issues with loading segmentation models (pixano124, pixano140, pixano151, pixano153)
- Fix random shapes appearing after deleting an object (pixano150)
- Fix bounding boxes to always have positive dimensions (pixano139)
- Fix buttons in Toolbar (pixano115, pixano142)
- Fix buttons in ImageInspector (pixano117)
- Fix buttons in DatasetHeader (pixano120)
- Freeze pnpm lockfile for more stable frontend CI (pixano135)

*Under active development, subject to API change*

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

Added

- Add pre-annotation feature (pixano58)
- Allow creating concave polygons (pixano65)
- Allow dragging rectangle when edit mode is on (pixano68)

Changed

- Use UUIDs for imported item and objects to prevent ID conflicts (pixano55)
- Imported IDs are kept as `original_id` for reference
- Use UUIDs for created objects in Pixano app to prevent ID conflicts (pixano57)
- Improve pixano.core unit tests (pixano67)

Fixed

- Fix removing created shapes when canceling an annotation (pixano61)
- Fix keeping modified points when creating a polygon (pixano63)
- Fix displaying drawn polygon only on matching image in multi-view (pixano74)
- Fix creating bounding box when saving mask or polygon (pixano77)
- Fix deleting rectangle selection once smart mask is created (pixano78)
- Fix switching to objects tab when a shape is created (pixano79)
- Fix formatting for new stable version of black (pixano64)

*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 (pixano51)

Fixed

- Fix scaling of bounding box edges when resizing with editing tool (pixano52)
- Fix issue where app would hang indefinitely when loading item with no features (pixano52)
- Fix loading embeddings only once a model is selected (pixano53)
- Fix visibility of the first point of a polygon (pixano54)

*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** (pixano21, pixano29)
- Select **interactive segmentation models** with **dropdown menu** based on models found in directory (pixano12)
- Select **semantic search models** with **dropdown menu** based on embeddings found in dataset (pixano12)
- Add loading animation in frontend UI when loading or saving takes time (pixano15)
- Add option to load a list of category id and name pairs in Importers and to save it with Exporters (pixano11)
- Add new from_rle method to BBox type (pixano11)
- Add new file_name, width, and height properties to Image type (pixano11)
- Add GitHub actions to format, lint and test code (pixano2, pixano3, pixano4, pixano26)
- Add new unit tests and refactor existing tests (pixano11, pixano26)

Changed

- **Breaking:** Refactor Pixano Explorer and Annotator apps into a **single Pixano app** (pixano23, pixano27, pixano29)
- **Breaking:** Handle media files as **URI links instead of base 64 encodings** in Pixano API (pixano8)
- 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 (pixano11, pixano12)
- 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 (pixano23)
- Format, lint, and refactor backend code and Jupyter notebooks with black and Pylint (pixano2, pixano26)
- Format, lint, and refactor frontend code, Markdown and YAML files with Prettier and eslint (pixano2, pixano7, pixano12)
- Replace deprecated frontend package shortid by nanoid (pixano12)
- Update README with a header listing main features (pixano2)
- Update documentation website API accent color

Fixed

- Multiple visual fixes in frontend UI (pixano12, pixano15)
- Fix retrieving category names with COCOImporter (pixano13)
- Fix type hints in backend code (pixano11)
- Fix pip commands in notebooks for Google Colab (pixano11)
- Fix broken link in CHANGELOG (pixano4)
- Fix documentation website API reference generation

*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`