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Changelog
Ultralytics YOLO ๐
Last updated about 3 hours ago
Ultralytics v8.4.12 streamlines YOLOE-26 class/text-prompt handling to avoid redundant updates, while improving multispectral (grayscale) training reliability and multi-GPU auto-selection ๐ง โก๏ธ๐ฅ๏ธ
set_classes() when prompts already match ๐ง โก๏ธ
Ultralytics v8.4.11 makes Ultralytics Platform training uploads far more reliable by adding retryable model uploads + metrics posting, plus a new reusable upload helper and docs ๐๐ถ
ultralytics/utils/uploads.py with `safe_upl...Ultralytics 8.4.10 improves YOLOE-26 out-of-the-box predictions by defaulting to class-agnostic NMS, plus several export, OpenVINO, HUB, SAM, and docs reliability upgrades ๐๐ง
agnostic_nms=True, reducing overlapping duplicate boxes acros...Ultralytics v8.4.9 improves segmentation CopyPaste augmentation reliability (especially for grayscale/hyperspectral-style single-channel inputs) and strengthens the broader export/training ecosystem with better ExecuTorch + Torch support ๐๐งฉ
ultralytics/data/augment.py:
-...Ultralytics v8.4.8 makes end-to-end (NMS-free) YOLO26/YOLOv10 inference actually honor max_det and agnostic_nms, giving you predictable control over how many detections you get and how classes are handled โ
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max_det + agnostic_nms (PR #23396 by @Y-T-G) ๐๏ธ
set_head_attr(**kwargs)...Ultralytics v8.4.7 adds AVIF training support and a new COCO12-Formats mini-dataset to continuously verify that all supported image types load correctly end-to-end (especially in CI) ๐งช๐ผ๏ธ
IMG_FORMATS expanded to include avifUltralytics v8.4.6 is a reliability-focused release that fixes a multi-GPU DDP training crash and improves Ultralytics HUB/Platform dataset URI handling, plus several documentation upgrades ๐๐ ๏ธ
PosixPath import to the generated temporary DDP...Ultralytics 8.4.5 makes 2D pose Results.summary() safer and more compatible by correctly handling keypoints with or without visibility flags ๐งโโ๏ธโ
Results.summary() checks kpt.has_visible and only outputs "visible" when it exists (otherwise returns j...Ultralytics v8.4.4 refines MuSGD training behavior (better scaling for short vs. long runs) and includes several quality-of-life fixes for exports, segmentation outputs, logging, and filesystem side effects ๐๐ง
Ultralytics v8.4.3 boosts Ultralytics Platform NDJSON dataset downloads/conversion speed ๐, improves training metric correctness ๐ง , and refreshes defaults/docs around YOLO26 ๐.
aiohttp only when NDJSON co...A feature-rich command-line audio/video downloader
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Python tool for converting files and office documents to Markdown.
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