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Changelog
Ultralytics YOLO 🚀
Last updated about 8 hours ago
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Stable Diffusion web UI
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A feature-rich command-line audio/video downloader
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 🧠⚡️🖥️
set_classes() when prompts already match 🧠⚡️
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 🚀📶
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 🚀🧠
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 🚀🧩
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 ✅🚀
max_det + agnostic_nms (PR #23396 by @Y-T-G) 🎛️
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) 🧪🖼️
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 📈🛠️
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 🧍♂️✅
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 🚀🧠
Ultralytics v8.4.3 boosts Ultralytics Platform NDJSON dataset downloads/conversion speed 🚀, improves training metric correctness 🧠, and refreshes defaults/docs around YOLO26 📚.
aiohttp only when NDJSON co...