How to train Ultralytics YOLO on Personal Protective Equipment Dataset | VisionAI in Construction 🚀👷
Автор: Ultralytics
Загружено: 2025-10-24
Просмотров: 1403
Ensure workplace safety with AI! In this tutorial, we’ll train the Ultralytics YOLO11 model on the personal protective equipment (PPE) dataset to automatically detect safety gear such as helmets, vests, and gloves at construction sites. You’ll then also learn how to run inference with the trained model and export it for real-world applications in construction, manufacturing, and industrial safety monitoring.
Chapters:
00:00 - Dataset introduction
00:38 - Dataset documentation walkthrough
02:11 - Overview of the Ultralytics notebooks repository
02:40 - Installing the Ultralytics package in Google Colab
03:05 - Training YOLO11 on the construction PPE dataset
04:43 - Running inference with the trained model
06:10 - Exporting the trained model
08:00 - Conclusion and key takeaways
🔗 Notebook ➡️ https://github.com/ultralytics/notebo...
🔗 Explore dataset ➡️ https://docs.ultralytics.com/datasets...
Ultralytics Resources:
🏢 About Us: https://ultralytics.com/about
💼 Join Our Team: https://ultralytics.com/work
📞 Contact Us: https://ultralytics.com/contact
💬 Discord Community: / discord
📄 Ultralytics License: https://ultralytics.com/license
#ppe #yolo11 #ultralytics #computervision #constructionsafety #objectdetection
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