- 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>
* 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>
- Expand llms.txt from 12 to 36+ URLs with FAQ, benchmarking, and API sections
- FAQPage schema: 5 → 12 Q&As in theme/main.html
- TechArticle schema: add dynamic author/date from page meta
- Add authors + date_modified frontmatter to all 8 how-to pages
- Add description meta to 7 reference pages (detection/core, trackers, datasets/core, metrics/mean_average_precision, cookbooks, assets, changelog)
- FAQ sections to all 8 how-to pages (Q&A format for AI citation)
- Author bios at bottom of each how-to page (E-E-A-T signal)
- FAQPage + TechArticle schema for how_to, reference, and cookbook pages in theme/main.html
- llms.txt Key APIs: expand from bare list to descriptive prose paragraphs
- Changelog: add date_modified frontmatter
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Co-authored-by: Claude Code <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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>
* 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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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.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>
Nick Herrig
Jirka Borovec
Agis Kounelis
Adonai Vera
Onuralp SEZER
SkalskiP
James
Eddie Ramirez
LinasKo
James
Leo Ueno
Tomasz Wrona
Nick Herrig