* 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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* Update lychee configuration to accept HTTP status code 401
* remove status code 401 and add note for URL with inconsistent responses
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* Refactor Copilot and CONTRIBUTING guidelines for clarity and conciseness
* Streamline and condense PR review guidelines in CONTRIBUTING.md for improved clarity and usability.
* Apply suggestions from code review
* fix(pre_commit): 🎨 auto format pre-commit hooks
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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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* Add `AGENTS.md` with detailed guidelines for Copilot task execution
* Simplify `AGENTS.md` with concise AI agent guidelines and enhanced structure
* fix(pre_commit): 🎨 auto format pre-commit hooks
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* refactor(tracker): improve typing and docstrings
* refactor(tracker): improve typing for track objects
* refactor(tracker): improve typing in matching and filters
* Apply suggestions from review
* Refactor: enhance type annotations, assertions, and docstrings across `byte_tracker` for clarity and type safety.
* Refactor: replace "Parameters" with "Args" in docstrings for consistency with style guide
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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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* Add custom JavaScript for copying Python REPL code examples without prompts and integrate it into the docs
* Enhance JavaScript copy button functionality to support `.md-code__button` and streamline clipboard handling
* Remove unused `pycon_copy.js` references and streamline JavaScript dependencies in docs and configuration
* Enhance `stripPythonPrompts` to handle triple-quoted strings in REPL code parsing
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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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* migrate YT video file download script to use `yt_dlp`; old script didn't work anymore
* RF-DETR file example works
* ultralytics stream example migrated to new inference
* migrate inference scripts to use RF-DETR-Medium
* RF-DETR naive stream example
* RF-DETR stream example
* updated README.md
* fix(pre_commit): 🎨 auto format pre-commit hooks
* Migrate `time_in_zone` examples to use `jsonargparse` and update `--classes` argument format to accept lists
* Add licensing details for `ultralytics` and `supervision` in `README.md`
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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
* Real application underestand visitors with yolo-world
* Improvements in the examples
* Small improvements in typing
* improve path video results
* fix(pre_commit): 🎨 auto format pre-commit hooks
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* Wrap all placeholder paths in quotes across documentation and code examples for consistency
* Update pre-commit config to exclude `docs/deprecated.md` from mdformat check
* add count in zone guide to table of contents
* add count in zone docs
* respond to feedback
* fix(pre_commit): 🎨 auto format pre-commit hooks
* update count in zone example
* Apply suggestions from code review
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