- ValueError → TypeError in all three ensure_*_image_for_* decorators (conversion.py): the decorator intercepts non-ndarray/PIL inputs before the wrapped body runs, so the inner raises were unreachable; fixing at the decorator level fixes all annotators at once
- Remove 5 dead isinstance guards from key_points/annotators.py and 4 from utils/image.py (all now covered by the decorator fix)
- Remove dead assert isinstance(scene, Image.Image) from RichLabelAnnotator.annotate (ensure_pil_image_for_class_method guarantees PIL.Image before inner body)
- Add @ensure_cv2_image_for_class_method to VertexLabelAnnotator.annotate for PIL parity (only decorated annotator missing it)
- Rewrite tests to call public API directly (no __wrapped__ bypass); replace with TestAnnotatorInputValidation class (parametrized, IDs, AAA) + parametrized test_image_utils_wrong_type_raises
- Add Raises: TypeError sections to all 6 annotator .annotate() docstrings, 4 image util docstrings, and 3 decorator docstrings
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: jirka <6035284+Borda@users.noreply.github.com>
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
- Added `KeyPoints.visible` mask support for per-keypoint visibility
- Split confidence into `keypoint_confidence` and `detection_confidence`
- Kept legacy `KeyPoints.confidence` as deprecated forwarding alias
- Updated `KeyPoints` slicing/filtering to preserve visibility and confidence fields
- Fixed `KeyPoints.__getitem__` row-index normalization for NumPy scalar, 0-D array, and boolean indexing
- Fixed `detection_confidence` indexing to use normalized row indices
- Updated `VertexAnnotator` to skip invisible keypoints
- Updated `EdgeAnnotator` to skip invisible keypoints and edges
- Added per-class skeleton support to `EdgeAnnotator`
- Added multi-skeleton support to `VertexLabelAnnotator`
- Added label validation for `VertexLabelAnnotator`
- Added color-list length validation for keypoint annotators
- Added `VertexEllipseAreaAnnotator`
- Added `VertexEllipseOutlineAnnotator`
- Added `VertexEllipseHaloAnnotator`
- Kept/exported `VertexEllipseAnnotator` alongside the new ellipse variants
- Standardized keypoint annotator docstrings and executable examples
- Added/updated `validate_detection_confidence` and `validate_visible`
- Removed/cleaned old keypoint validator shims
- Added regression tests for visibility, confidence fields, multi-skeleton behavior, and indexing edge cases
- Updated helpers and RF-DETR/keypoint tests for the new confidence/visibility model
- Added API design principles to contributing docs
- Ignored local multi-skeleton test script in `.gitignore`
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
* Extend docstrings to test cases for enhanced readability and consistency across testing modules
* Extend test case docstrings across multiple modules for improved clarity and consistency
* Refactor test case docstrings for clarity and consistency in `test_annotators.py`
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* refactor: reorganize project structure and update module imports
* configure setuptools to use 'src' layout and adjust package discovery
* refactor: move tests to `tests` directory and update imports accordingly
* update lint and mypy configurations to align with `src` and `tests` structure
* update test imports to use corrected `tests.helpers` module path
* fix(pre_commit): 🎨 auto format pre-commit hooks
Vikas saini
Piotr Skalski
Jirka Borovec