* refactor docstrings in draw, classification, and key_points
* Refactor type annotations, logging, and empty output handling across key modules
* Refactor type annotations in `core.py` to include conditional `TYPE_CHECKING` for `torch` imports
* Apply suggestions from code review
---------
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DetectionDataset.__init__ now maps class_id to class names using
CLASS_NAME_DATA_FIELD so that LabelAnnotator displays human-readable
labels instead of raw integer IDs.
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Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
* Fix `detections_to_coco_annotations` function for empty polygons.
* Add `segmentation` empty field for bboxes coco format
* update coco.py
Always include box, area, and segmentation in the result COCO JSON.
* `as_coco()` : Add COCO format disjoint masks support
* Fix `force_masks` parameter on `from_coco()` function
Allows reconstruction of disjointed masks
* Ensures the mask is binary
* Refactor `coco_annotations_to_masks` to handle disjoint polygon segmentation and missing segmentation gracefully. Add corresponding unit tests.
* Refactor `coco_annotations_to_masks` for improved type annotations and cleaner formatting
* Add warnings for handling empty polygons during COCO segmentation and related unit tests
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* Fix mask_annotate for int dtypes
* Add depreciation warning
* Add dtype=bool to test masks
* Remove ValueError (testing)
* Ensure boolean masks are consistently used in `Detections` and update validations, tests, and warnings for stricter type handling.
* Apply suggestions from code review
---------
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* Added color utility functions: hex_to_rgba, rgba_to_hex, is_valid_hex with tests
* Parametrize hex and RGBA utility tests in `test_utils.py` for improved clarity and coverage
* Enhance hex and RGBA utilities: improve test coverage, validations, and docstrings; refactor shared logic.
* Refactor color input handling with `_normalize_color_input` utility; add hex string support across annotators and enhance test coverage
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* make force_masks consistent with yolo and voc
* Refactor mask detection logic across dataset formats to improve consistency and clarity. Rename helper functions for better readability. Add parametrized test cases with descriptive IDs.
* Refactor PASCAL VOC and COCO mask handling to improve consistency, add tests for mixed annotations and mask inference logic.
* Apply suggestions from code review
---------
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* fix exteranl track ids getting assigned too early
* Fixed docstring to correct minimum_matching_threshold explaination
* Change overlap value for duplicate tracks to be 0.05
* Add test to ensure ByteTracker handles short-lived tracks without consuming external IDs
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* Add ImageAssets for download
* Update directory for consistency with video assets directory and add soccer image
* Fix unaligned table
* Add support for `ImageAssets` and extend `download_assets` functionality to handle both image and video assets.
* Refactor `Assets` enum initialization and improve `download_assets` logic with enhanced file checks and re-download handling. Add new tests for invalid asset cases and update existing test assertions.
* Simplify `download_assets` type handling and refactor `Assets` enum with additional attributes for filename and md5_hash.
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* Supersedes #1967
* fix: COCO-compliant mAR calculation
* Add complex test of mAP
* fix(metrics): cast optional detections fields in mAR metric for mypy
* Add `create_yolo_dataset` utility and refactor tests with fixtures for reusable scenarios
* Refine docstrings for clarity and consistency, adding inline formatting and fixing typos in test helpers and metrics.
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* Added support for creating Detections instances from SAM3 output - both from `inference` and from RF hosted server (dict)
* added tests, addressed pr comments
* fix(pre_commit): 🎨 auto format pre-commit hooks
* Apply suggestions from code review
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* fix: add validation for RGB/BGR color values in Color class
- Add range validation (0-255) to from_rgb_tuple() and from_bgr_tuple()
- Raise ValueError for invalid color values with descriptive messages
- Add comprehensive tests for both valid and invalid cases
- Update docstrings to document the new validation behavior
* fix(pre_commit): 🎨 auto format pre-commit hooks
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* 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`
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* 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
