- Extend active deprecation removals to 0.31.0 and align deprecated API docs, changelog, and warnings.
- Add missing reference docs for VLM, conversion helpers, geometry, metrics extras, and tracker deprecation notices.
- Raise when ImageSink cannot write an image and cover the failure path with a regression test.
- Correct conversion and deprecated docs to match exported names and restore KeyPoints.confidence.
- Add regression coverage for SUPERVISION_DEPRECATION_WARNING precedence and document ImageSink.save_image() failure behavior.
* test: add validation and behavior tests for Color, Position, and polygon approximation adjustments
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Co-authored-by: Codex <codex@openai.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[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>
* 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
* 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
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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>
Revise the contents of the 'How to Track Objects' documentation covering the use of supervision for object tracking in video analysis. The revision offers a more detailed guide, including running inference, tracking objects, annotating videos with unique tracking IDs, and annotating videos with traces. The new guide provides a structured walkthrough and tutorial on using Supervision's functionalities, aimed at helping users to annotate videos more effectively and understand the movement patterns and interactions of objects in the videos.
Moved advanced filtering documentation to `how_to` directory from `quickstart` to make way for more comprehensive starter guide. Reorganized MkDocs configuration accordingly. Formatted some code in `classification/core.py` and `dataset/core.py` for better readability. Added placeholder files in `how_to` for future guides on object detection, video processing, object tracking, model evaluation, and detections filtering.
Jirka Borovec
SkalskiP
soumik12345
LinasKo
Onuralp SEZER
Ju Hoon Park
pre-commit-ci[bot]
Paul
Rajarshi Misra