- Fixed in-memory dict-form `DetectionDataset` image access, iteration, equality, and merge behavior, with deprecation messaging retained
- Fixed mAP to honor `metric_target` for mask and oriented-bounding-box evaluation, including correct IoU routing, area handling, crowd semantics, and missing-content errors
- Fixed `ConfusionMatrix.plot()` when plotting raw counts with default normalization disabled
- Improved mask mAP crowd handling performance and memory usage
- Updated the count-in-zone guide to use current APIs
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Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.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 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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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>
Jirka Borovec
James