Ultralytics

Ultralytics YOLO11 is Here! 🚀 💙 We proudly unveiled the YOLO11 models last Friday at our annual hybrid event, YOLO Vision 2024. Today, we’re thrilled to share that the YOLO11 models are now available in the Ultralytics Python package! Jing Qiu and Glenn Jocher have done an amazing job on the research and implementation of Ultralytics YOLO11. This launch is a testament to our team’s dedication and hard work over the past few months. Key highlights: ✅ Improved architecture for precise detection and complex tasks. ✅ Faster processing with balanced accuracy. ✅ Higher precision using 22% fewer parameters. ✅ Easily deployable on edge, cloud, and GPU systems. ✅ Handles detection, segmentation, classification, pose, and OBB. 🚀 Run Inference ```yolo predict model="yolo11n.pt"``` Learn more ➡️ https://ow.ly/mKOC50Tyyok

🚀 Exciting News from Ultralytics! 🚀 We're thrilled to announce the release of Ultralytics v8.3.91, packed with updates to make your workflows smoother than ever. Here’s what’s new: 🌟 Top Highlights: 1. Simplified TensorFlow Installation: Effortless setup for seamless exports—saving you time and effort! 2. Enhanced Export Compatibility: Improved support for ARM64/Linux platforms to ensure reliable model deployment. 3. Improved Dataset Handling: Smarter fallback logic and enhanced logging for smoother training and debugging. 📚 What’s More? - Updated documentation https://lnkd.in/d8ZGJBTy with YOLO-SAM performance comparisons—helping you choose the best model for your tasks. - Sharper, easier-to-read visualizations for annotated images, making debugging easier. Ready to see how v8.3.91 can enhance your AI projects? Try it now and let us know what you think! 👉 Check Out the Release Notes https://lnkd.in/duYhUFwR As always, we value your feedback—keep sharing your insights to help us improve. Happy innovating! 🚀✨

From Barcelona to Nuremberg! 🌟 From live demos to engaging with our community, check out our team's highlights from this year's edition of embedded world Exhibition&Conference World in Abirami Vina's new blog. Learn more ➡️ https://ow.ly/5hxV50VijmH

🚀 Exciting Update from Ultralytics! 🌟 We’re thrilled to announce the release of Ultralytics v8.3.90! This release brings impactful updates designed to take your computer vision projects to the next level: ✨ Top Highlights - Improved Apple MPS memory tracking for optimized resource management during training or inference on macOS platforms. 🍎 - YOLO Model Optimizations across YOLO11, YOLOv8, and YOLOv9 for faster inference and reduced computational overhead. ⚡ - Enhanced Documentation with clearer formatting and detailed explanations to streamline your YOLO workflows. 💡 Whether you're training, validating, deploying, or debugging, these updates ensure better performance, efficiency, and user experience for developers and AI enthusiasts alike. 📖 Read the v8.3.90 Release Notes https://lnkd.in/d-rR8kqX and explore detailed documentation enhancements https://lnkd.in/g632W5nF today. 👉 Try it out and let us know your feedback. Your input shapes the future of vision AI—let’s innovate together! 💬

📢 Exciting Opportunity! 🌟 Be part of Ultralytics in #Madrid! 🇪🇸 Empower companies with seamless YOLO & Ultralytics HUB integration. 👉 Apply today and make a difference! #TechJobs #Hiring #Ultralytics #YOLO #JobOpportunity

New tutorial | Transforming retail with computer vision! 🚀 This tutorial explores how businesses are leveraging computer vision for inventory management, cashier-less stores, virtual mirrors, and retail security. Key highlights: ✅ Computer vision based retail security and theft prevention. ✅ Customer behavior analysis using computer vision. ✅ Evaluating the pros and cons of Vision AI in retail. Watch now ➡️ https://ow.ly/Lgw650VhTyJ

The future of AI with Strong AI & AGI While today’s AI models excel at specific tasks, they lack true cognitive abilities. Strong AI—the foundation of Artificial General Intelligence (AGI)—aims to change that. Check out Abirami Vina's new blog as we explore what it is and so much more! Learn more ➡️ https://ow.ly/nlgn50VhvXU

Understanding & preventing overfitting in computer vision! Abdelrahman Elgendy's new blog covers all you need to know about overfitting, from what it is to how to prevent it from occurring. Learn more ➡️ https://ow.ly/iYps50Vhvu3

Embeddedworld - That’s a wrap! 🚀 Our second event pit stop in Germany has been full of insights. It’s wonderful to see Ultralytics YOLO models being chosen for so many applications! Some of our favorite moments from embedded world Exhibition&Conference include showcasing demos with D-Robotics, being featured on the STMicroelectronics wall of fame and, of course, meeting our community! Last but not least, a big thank you to our ML Engineer Francesco Mattioli, Solutions Engineer Alexis S. and Account Executive Jake Qian!

🚀 New Ultralytics 8.3.89 Release is Here! 🌟 We’re excited to announce the release of Ultralytics 8.3.89, packed with updates to elevate your AI development experience: - ⚙️ Seamless Dependency Management: Enjoy smoother package installations with enhanced reliability. - 🤖 Improved Jetson Support: Optimized TensorFlow.js compatibility for NVIDIA Jetson JetPack 4/5—perfect for edge AI applications. - 📚 Refined Documentation: Standardized interactive code examples for easier integration and a better learning experience. Check out the release notes https://lnkd.in/dQwAcPyN for full details. 💡 Try it now and share your feedback! Let’s continue building smarter, faster AI together. 🚀