* 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
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* 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
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* 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
---------
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* 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
---------
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>
* 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
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.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>
* 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`
---------
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>
* 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
---------
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>
* 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
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* refactor(time_in_zone): improve CLI argument handling
* Refactor examples with `jsonargparse` for improved CLI, rename `confidence` and `iou` arguments for consistency, and update documentation and requirements.
* fix(pre_commit): 🎨 auto format pre-commit hook
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Resolve link checker to smoothly work with forked PRs
* Add Snyk quality badge URL to excluded links in lychee config
* Simplify Lychee action configuration by removing redundant `env` key usage
* Update augment_links script to include branch/ref as argument in build workflow
* chore(pre_commit): ⬆ pre_commit autoupdate
updates:
- [github.com/tox-dev/pyproject-fmt: v2.11.1 → v2.12.1](https://github.com/tox-dev/pyproject-fmt/compare/v2.11.1...v2.12.1)
- [github.com/pre-commit/mirrors-mypy: v1.13.0 → v1.19.1](https://github.com/pre-commit/mirrors-mypy/compare/v1.13.0...v1.19.1)
* fix(pre_commit): 🎨 auto format pre-commit hooks
* Convert type annotations across several `supervision/metrics` modules to `numpy.typing` for improved alignment with `numpy` standards.
* Add `# type: ignore[no-untyped-call]` annotations in `mean_average_precision.py` for linting compliance
* Refactor `detection.py` to use `getattr` for `np.trapz` and update dependencies in `.pre-commit-config.yaml` with version constraints
* Update `mean_average_precision.py` to remove redundant type ignore comments and refine `.pre-commit-config.yaml` by adding Python version and removing version constraints for `types-PyYAML` and `types-requests`.
* exclude Snyk badge URL
---------
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>
* fix(pre_commit): 🎨 auto format pre-commit hooks
* refactor(metrics): enforce strict type safety and resolve mypy errors
- Fix incompatible types for Optional arguments in matching functions.
- Add explicit type annotations for empty lists and returns.
- Ensure numpy scalars are cast to native python floats.
- Extract variables to comply with line length limits (E501).
- Resolve 'Missing type parameters' for generic dicts and lists.
---------
Co-authored-by: RobertoHita <roberto.hita@edu.uah.es>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Add script to augment relative links in MD files to GitHub blob URLs
* fix(pre_commit): 🎨 auto format pre-commit hooks
* Add type annotations to `augment_links.py` and update config
* Add `lychee-action` for link checking in CI workflows
* Apply suggestions from code review
* links in README.md
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Chore CI by adding checks for links and references
* Potential fix for code scanning alert no. 6: Workflow does not contain permissions
* Fix markdown image formatting in metrics documentation
* Update all `docs` links to use absolute URLs and fix broken references in documentation and workflows.
* Fix broken `albumentations` links in dataset processing documentation
* lycheeVersion: v0.22.0
* Refactor CI link check workflow to use lychee config file for cleaner argument management
* add TODOs for future file type support
* Fix header formatting for example plots across metric files
---------
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* fix(line_zone): index crossing state by (tracker_id, class_id)
* fix(pre_commit): 🎨 auto format pre-commit hooks
* Refactor `test_line_zone_tracker_id_reuse_with_different_classes` to use `pytest.mark.parametrize` for improved readability and test coverage.
* Refactor `pytest.mark.parametrize` arguments in `test_line_counter` for improved readability.
* Refactor `pytest.mark.parametrize` in `test_line_counter` to include `pytest.param` for clearer test case descriptions and improved readability.
---------
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>