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1. Commits on Sep 15, 2026

   • fix(dataset): size EXIF-oriented images the way they load (#2577)

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   • fix(detection): load v5 instance results returned as binary maps (#2576)

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   • fix(key_points): place Inference key points by their skeleton index (#2575)

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2. Commits on Sep 14, 2026

   • feat(metrics): add `MetricResult` ABC and aggregate comparison functions (#1731, #2498)

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   • fix(dataset): load Pascal VOC annotations with decimal coordinates (#2568)

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   • fix(detection): handle v4 panoptic transformers results with no segments (#2571)

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     kevin9327

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     claude

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   • fix(key_points): load Ultralytics poses that carry no keypoint visibility (#2570)

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   • fix(dataset): stop Pascal VOC loading from skipping bmp, tif and webp images (#2569)

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   • docs: update chlog after `0.30.3` (#2573)

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   • fix(detection): size masks-only `from_ultralytics` class ids by mask count (#2566)

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   • fix: prevent integer overflow in pad_boxes (#2565)

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   • fix(utils): stop image resizing from deriving a zero-sized target (#2564)

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   • fix(key_points): keep `with_nms` working when a key point is not finite (#2563)

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3. Commits on Sep 11, 2026

   • fix(utils): stop `tint_image` from tinting the caller's image (#2562)

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     kevin9327

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   • fix(detection): keep `LineZone` triggering anchors from being exhausted (#2561)

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   • fix(key_points): skip non-finite keypoints instead of crashing annotators (#2560)

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4. Commits on Sep 10, 2026

   • feat: expose `sv.match_detections` as a public matching primitive (#2557)

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5. Commits on Sep 9, 2026

   • feat(Detections): add support for Kosmos-2 (#1903)

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   • fix(vlm): keep class_id integer on empty filter

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     Borda

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     claude[bot]

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   • Add Gemini 3.6 and 3.7 structured VLM output support (#2504)

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   • fix(detection): reject degenerate polygon zones and order VLM box corners (#2554)

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6. Commits on Sep 8, 2026

   • fix: reject classification export filename collisions (#2551)

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7. Commits on Sep 7, 2026

   • docs: sync deprecated.md, trim changelog cruft (#2549)

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   • fix(video): stop `process_video` hanging when `max_frames` exceeds the video length (#2546)

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   • fix(detection): support float64 and arbitrary dtypes in polygon utilities (#2542)

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   • docs: update chlog after `0.30.2`

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   • fix(trace): stop empty frames from crashing TraceAnnotator (#2539)

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8. Commits on Sep 5, 2026

   • fix(detection): prevent integer overflow in `scale_boxes` (#2541)

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9. Commits on Sep 4, 2026

   • fix(docs): stop banner-ing a release's own docs as outdated (#2536)

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     Borda

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     claude[bot]

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10. Commits on Sep 3, 2026

    • ci(docs): skip current release in banner backfill

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      Borda

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      claude[bot]

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    • ci(docs): backfill outdated-version banner into archived trees (#2534)

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    • ci(docs): wire banner version, backup gh-pages before canonical rewrite (#2533)

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    • docs(theme): restyle and pin the version banner (#2532)

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11. Commits on Sep 2, 2026

    • docs(seo): canonicalise versions, refresh stats (#2529)

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    • fix(detection): stop `xcycwh_to_xyxy` truncating integer boxes (#2515)

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