Ultralytics version 61! This update brings a host of improvements aimed at enhancing documentation, code understandability, and overall performance. For my situation, cloning the repo is not desirable. Dive into the details below to see what’s new and how it can benefit your projects. Mar 28, 2024 · 问题，在使用ultralytics训练yolov8-obb模型时，修改了ultralytics源码的网络结构，发现调用的还是pip install安装的ultralytics库，新版本源码中还没有setup. Unlike the traditional YOLOv5, YOLOv5u adopts an anchor-free detection mechanism, making it more flexible and adaptive in diverse scenarios. 02696, 2020. 85 Release Announcement Summary We are excited to announce the release of Ultralytics YOLO v8. 2. YOLO11 es la última iteración de la serie Ultralytics YOLO de detectores de objetos en tiempo real, que redefine lo que es posible con una precisión, velocidad y eficacia de vanguardia. cuda command in Python Checks if a new version of the ultralytics package is available on PyPI. This platform offers a perfect space to inquire, showcase your work, and connect with fellow Ultralytics users. Ultralytics HUB streamlines the development process by letting users upload datasets, access a range of pre-trained models, and manage their projects all in one place. 51 Release We are thrilled to share the latest enhancements with Ultralytics v8. ‍ Real-world applications of YOLO11. Pip install the ultralytics package including all requirements in a Python>=3. We are planning on implementing some sandboxing in our desktop app in the future to better protect against these types of attacks. Here’s a quick overview of what’s new: 🌟 Key Features and Improvements 📚 Documentation Script Improvement Enhanced the Jun 8, 2023 · Search before asking. Ultralytics YOLOv8. 0としてリリースされ、yoloモデルを使用した物体検出AIの開発が非常に容易になった。 YOLOv10: 실시간 엔드투엔드 객체 감지. YOLOv6 : Released by Meituan in 2022, and in use in many of the company's autonomous delivery robots. Hi, I tried to run yolo8 in GPU but it's not working. If you have installed the project from pip, you can upgrade it to the desired version by running pip install --upgrade ultralytics==8. For other state-of-the-art models, you can explore and train using Ultralytics tools like Ultralytics HUB. 58 Release! Hello Ultralytics Community! We are thrilled to announce the release of Ultralytics YOLO v8. The CLI supports running various tasks directly from the terminal using the yolo command, requiring no customization or Python code. For example, users can specify whether they want to export the model as a floating-point version for maximum precision or as a quantized version for better speed and. Ultralytics YOLO Component No response Bug Hi, it looks like the latest Ultralytics version (8. Mar 19, 2025 · YOLOv5: An improved version of the YOLO architecture by Ultralytics, offering better performance and speed trade-offs compared to previous versions. 4 days ago · The fastest way to get started with Ultralytics YOLO11 on NVIDIA Jetson is to run with pre-built docker images for Jetson. 8 environment with PyTorch>=1. YOLOv8 、リアルタイムの物体検出、セグメンテーション、分類のためのUltralytics からの最新の進歩をご覧ください。AIの革命をご覧ください。 Adrian demonstrated that once an Ultralytics YOLO model is trained, users can export it using a few simple command-line flags. YOLO11 basiert auf den neuesten Entwicklungen in den Bereichen Deep Learning und Computer Vision und bietet eine unvergleichliche Leistung in Bezug auf Geschwindigkeit und Genauigkeit. Wir stellen vor: Ultralytics YOLO11Die neueste Version des hochgelobten Modells für Objekterkennung und Bildsegmentierung in Echtzeit. Feb 26, 2025 · As of now, Ultralytics does not directly support YOLOv7 in its tools and platforms. Returns: Type Description; bool: True if an update is available, False otherwise. Dec 27, 2024 · 🚀 Ultralytics Release v8. Oct 3, 2024 · 🚀 Announcing Ultralytics v8. Ultralytics我们的使命是帮助人们和公司释放人工智能的积极潜力。使用我们的视觉人工智能工具，让您的模型栩栩如生。 Jul 11, 2024 · 🚀 Announcing Ultralytics v8. version) ``` 这种方法同样适用于大多数现代 Python 包管理场景下确定软件包的确切 pip を使ってUltralytics をインストールするには？ conda を使ってUltralytics YOLO をインストールできますか？ Ultralytics YOLO を実行するためにDockerを使用する利点は何ですか？ 開発用にUltralytics リポジトリをクローンするには？ なぜUltralytics YOLO CLI を使うべきなの pip を使ってUltralytics をインストールするには？ conda を使ってUltralytics YOLO をインストールできますか？ Ultralytics YOLO を実行するためにDockerを使用する利点は何ですか？ 開発用にUltralytics リポジトリをクローンするには？ なぜUltralytics YOLO CLI を使うべきなの Ultralytics Docsは、Ultralytics 特徴や機能を理解し、活用するために設計された包括的なリソースです。 このハブは、あなたが 機械学習の 経験者であろうと初心者であろうと、あなたのプロジェクトでYOLO可能性を最大限に引き出すことを目的としています。 Aug 19, 2024 · 🚀 Announcing Ultralytics YOLO v8. 95, packed with powerful new features, enhancements, and improvements designed to elevate the YOLO11 experience. Whether you’re training advanced models, deploying with GPUs, or leveraging integrations, this release brings something for everyone! 🌟 Summary The v8. YOLOv8 is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibility. Sep 17, 2024 · 🚀 Announcing Ultralytics YOLOv8 v8. We hope that the resources here will help you get the most out of YOLO. Ultralytics has 43 repositories available. Mahmoud Atta Mohammed Ali, Tarek Aly, Atef Tayh Raslan, Mervat Gheith, Essam A. Mar 20, 2025 · The Ultralytics command line interface (CLI) provides a straightforward way to use Ultralytics YOLO models without needing a Python environment. settings_version '0. com OpenVINO Compatibility: Updated OpenVINO version requirements to avoid macOS-specific issues and reverted CI runners to macOS 14 for stability. 📊 Key Changes 🔗 Numpy Dependency Update Improvement: Removed the Jul 23, 2024 · :pytorch: Release day for 2. 51! 🎉 This update brings significant improvements to training workflows, new features like a built-in security alarm system, and expanded support for platform exports, all while paving the way for a smooth transition to YOLO11. 51 release focuses on Jan 22, 2025 · 对于那些可能不提供 `__version__` 属性的老版库来说，还可以尝试使用 `pkg_resources` 来读取元数据中的版本字段： ```python from pkg_resources import get_distribution print(get_distribution('ultralytics'). Ultralytics bietet eine Vielzahl von Installationsmethoden an, darunter pip, conda und Docker. Oct 23, 2024 · Search before asking I have searched the Ultralytics YOLO issues and discussions and found no similar questions. And now, YOLO11 is designed to support any YOLO architecture, not just v8. 95 Release! We are thrilled to announce the release of Ultralytics v8. 58! This update brings several exciting enhancements and optimizations to improve your experience with our YOLO models and GUI integrations. We unveiled major features like ‘Teams Dec 6, 2023 · 要查看已安装的 `ultralytics` 库的具体版本号，可以按照以下步骤操作： ### 方法一：通过 Python 解释器直接查看 你可以打开一个命令行工具（如 Windows 的 CMD 或 PowerShell，macOS/Linux 的终端），然后运行以下命令进入 Python 交互模式，并导入 `ultralytics` 模块以获取其 Jul 26, 2024 · What going on? :pytorch: PyTorch 2. 40 which has been confirmed to be safe. Advanced Backbone and Neck Architectures: YOLOv8 employs state-of-the-art backbone and neck architectures, resulting in improved feature extraction and object detection performance. Introducing Ultralytics YOLO11, the latest version of the acclaimed real-time object detection and image segmentation model. 0)[computer software] G Jocher. Explore les modèlesYOLO d'Ultralytics - une architecture d'IA de pointe conçue pour une modélisation d'IA de vision très précise. The arguments provided when using export for an Ultralytics YOLO model will greatly influence the performance of the exported model. Jan 13, 2025 · Search before asking I have searched the Ultralytics YOLO issues and found no similar bug report. We've transformed the core structure of the architecture from a simple version into a robust platform. That's why even though I've run pip install ultralytics==8. Jul 16, 2024 · 🚀 Announcing Ultralytics YOLO v8. 87! This version brings significant improvements in queue management, model export workflows, and compatibility with the latest PyTorch, alongside enhancements for hyperparameter tuning processes. Idéal pour les entreprises, les universitaires, les utilisateurs de technologies et les passionnés d'IA. 59, the latest version of Ultralytics YOLO. 4 days ago · Home. """ if ONLINE and IS_PIP Mar 20, 2025 · Model Export with Ultralytics YOLO. Dec 13, 2024 · So, because no versions of ultralytics match >8. Jan 9, 2025 · Announcing Ultralytics YOLO v8. YOLO11 is the latest iteration in the Ultralytics YOLO series of real-time object detectors, redefining what's possible with cutting-edge accuracy, speed, and efficiency. ‍ For users preferring a no-code approach, Ultralytics HUB provides an easy way to train and deploy YOLO11 models with just a few clicks. Apr 1, 2025 · Framework Support: Providing a comprehensive framework within Ultralytics YOLOv8 to facilitate these assessments and ensure consistent and reliable results. 2023 has been a great year for Ultralytics HUB, with 84 impactful version updates, each one steering us towards better functionality and user experience. The ultimate goal of training a model is to deploy it for real-world applications. I use torch to set the device to cuda but still not working on my GPU. Dive into the details below to see what’s new and improved. 59 Release! We’re thrilled to unveil v8. Users interested in using YOLOv7 need to follow the installation and usage instructions provided in the YOLOv7 GitHub repository. 4' str: Ultralytics 설정 버전( Ultralytics pip 버전과 구분) datasets_dir '/path/to/datasets' str: 데이터 세트가 저장된 디렉터리: weights_dir '/path/to/weights' str: 모델 가중치가 저장되는 디렉토리: runs_dir '/path/to/runs' str: 실험 실행이 저장되는 디렉터리: uuid 'a1b2c3d4' str Apr 1, 2025 · Watch: Ultralytics YOLOv8 Model Overview Key Features of YOLOv8. Comparing Ultralytics YOLOv8 and Ultralytics YOLO11. 📊 Key Changes YOLOv10 Parameter Fix New max Dec 18, 2024 · 🚀 Announcing Ultralytics v8. Introduction. The HUB also supports collaboration, making it easy for teams to work together on AI projects. 🌟 Key Features and Improvements Dockerfiles Update: We’ve updated the source URLs for downloading 通过选择官方 ultralytics 图片来自 Docker Hub使用 Ultralytics 的 Docker 镜像，您可以避免本地安装的复杂性，并获得经过验证的工作环境。Ultralytics 提供五种主要支持的 Docker 镜像，每一种都具有很高的兼容性和效率： Dockerfile：推荐用于培训的GPU 镜像。 Jul 21, 2024 · 🚀 Announcing Ultralytics v8. 4' str: Ultralytics settings version (distinct from the Ultralytics pip version) datasets_dir '/path/to/datasets' str: Directory where datasets are stored: weights_dir '/path/to/weights' str: Directory where model weights are stored: runs_dir '/path/to/runs' str: Directory where experiment runs are stored: uuid 'a1b2c3d4' str Introducing Ultralytics YOLO11, the latest version of the acclaimed real-time object detection and image segmentation model. szqm guo ojzf aaeanocu zndnnc qxs hinx ygfytejo jwkdumh oslo xts ewqtvu iel jaydzhc usfnq