- Added an end-to-end cookbook focused on oriented bounding boxes (OBB), demonstrating how OBB detections differ from axis-aligned boxes, why oriented overlap and NMS matter, how to use footprint-based filtering with `Detections.area`, and how to export annotations in YOLO OBB format.
- Added visual examples that clearly compare axis-aligned and oriented boxes, including a close-up showing how axis-aligned envelopes can significantly overestimate object footprints for angled objects.
- Improved the cookbook narrative to center on the practical consequences of using oriented versus axis-aligned boxes, including tighter localization and more appropriate NMS behavior for densely packed, rotated objects.
- Updated cookbook references, naming, dependency versions, image attribution, and changelog links to align with the released 0.29.0 documentation.
- Fixed the 0.29.0 changelog by removing a duplicate `Detections.area` entry and keeping the more accurate correctness-fix classification.
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Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
- Removed `convert_to_ipynb.sh` script and standalone `.py` demo files.
- Added `docs/notebooks/compact-mask-sam3.ipynb` showcasing new features (`sv.CompactMask` and `sv.Detections.from_sam3`) introduced in version `0.28.0`.
* docs: improve SEO and GEO docs publishing
* docs: refine language for model compatibility and package features
* fix: correct spelling "Underestand" → "Understand" in notebook title
* fix: derive JSON-LD SearchAction URL from config.site_url
* lint: reformat notebook JSON (indent 1→4, pretty-format-json)
* docs: refine description for `supervision.assets` video addition
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Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
* 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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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>
- Removed specific version constraint for `supervision` package in installation command.
- Updated references from `sv.BoundingBoxAnnotator` to `sv.BoxAnnotator` for consistency with the latest library changes.
- Removed asset extension of package installation because it is has been included into main package
Signed-off-by: Onuralp SEZER <thunderbirdtr@gmail.com>
Nick Herrig
Agis Kounelis
Jirka Borovec
Adonai Vera
Onuralp SEZER
LinasKo
pre-commit-ci[bot]
João
LinasKo
Kader Miyanyedi
Eddie Ramirez
venkatram-dev
SkalskiP