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YOLO VISION 2023 Building an Active Learning Pipeline the Easy Way
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=iec0i0RMZNM
Join us at YOLO VISION 2023 for an insightful session on active learning pipelines presented by Yono Mittlefehldt, Machine Learning Advocate at DagsHub! 🌟 In this video, Yono simplifies the complexities of active learning and demonstrates how you can effectively implement an active learning pipeline using DagsHub's Data Engine. Whether you're working in a Jupyter Notebook or Google Colab, 90% of the pipeline can be executed seamlessly, ensuring efficiency and improved model metrics. • You'll discover: • The basics of active learning: A semi-supervised learning method with a human in the loop • Step-by-step implementation of an active learning pipeline using DagsHub • How to convert an existing project to use active learning for faster, more accurate models • Practical examples using the Tiny Tooth Fairy project, which involves dental X-ray image segmentation • Tools and workflows for managing complex data projects, including versioning, labeling, and comparing experiments • By the end of this session, you'll have the knowledge to transform your machine learning projects with active learning techniques, saving time and resources while boosting model performance. Don't miss out on this opportunity to elevate your AI capabilities! 🚀 • 👉 For more details, visit: https://www.ultralytics.com/yolo-vision • 👉 Learn about DagsHub Active Learning Pipelines: https://www.ultralytics.com/blog/a-lo... • 👉 Explore our extensive documentation: https://docs.ultralytics.com/ • 👉 Discover Ultralytics HUB: https://www.ultralytics.com/hub • Don't forget to like, subscribe, and hit the notification bell for more updates on cutting-edge AI technologies! 👍🔔 • #YOLOv8 #Ultralytics #ActiveLearning #ComputerVision #MachineLearning #DagsHub #AIInnovation
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