How to Detect a Forklift with Ultralytics YOLO26 using Ultralytics Platform | Train & Run Inference🚜

Forklift detection is an important computer vision application for warehouse automation, industrial safety, and logistics monitoring. In this tutorial, we demonstrate how to train Ultralytics YOLO26 on a forklift dataset and build a complete detection workflow. We begin with an overview of the dataset and train a YOLO26 model for forklift detection. You'll learn how to evaluate the trained model, generate predictions on images, and understand how it performs in real-world scenarios. We also demonstrate how to export and deploy the trained model, and then run inference on video streams to detect forklifts in motion. This end-to-end workflow highlights how Vision AI can improve operational visibility, automate monitoring tasks, and enhance safety in industrial environments. Chapters: 00:00 - Introduction 00:30 - Forklift dataset overview 01:39 - Training YOLO26 on the forklift dataset 02:46 - Running predictions on images 03:20 - Exporting and deploying the trained model 03:40 - Running video inference with YOLO26 06:06 - Conclusion and key takeaways 🔗 Explore the dataset ➡️ https://platform.ultralytics.com/muha... 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 #yolo26 #forkliftdetection #computervision #industrialai #warehouseautomation #visionai #objectdetection