Master Object Detection & Tracking with Ultralytics YOLOv8 – Episode 7 🚀

Join us for Episode 7 of our series where Nicolai Nielsen dives deep into object detection and tracking using Ultralytics YOLOv8! 🚀 In this exciting episode, you'll learn how to leverage YOLOv8's advanced capabilities to track objects in real-time via webcam and pre-recorded videos. Nicolai will guide you through setting up the model and configuring trackers like ByteTrack and BotSORT for seamless object tracking over time.

Main Highlights:
- Introduction to YOLOv8 for real-time object tracking
- Step-by-step setup and configuration in Visual Studio Code
- Examples of tracking objects using pre-recorded videos and live webcam feeds
- Demonstrations with medium models and RTX 4090 GPU for real-time inference
- Detailed explanation of using `model.track` and specifying sources and trackers
- Comparison of different tracking algorithms like ByteTrack and BotSORT

Whether you're a beginner or an experienced developer, this tutorial is packed with insights to enhance your computer vision projects. Watch Nicolai demonstrate how to keep track of objects even when the camera or objects move, making this technology perfect for various applications, including industrial automation and surveillance.

🌟YOLO Vision 2024 (YV24), our annual hybrid Vision AI event is just days away! Happening on 27th September 2024 at Google for Startups Campus, Madrid.! Watch live on:
🔗 YouTube: https://youtu.be/XKAcQd4NfG8
🔗 Bilibili: https://live.bilibili.com/1921503038

📚 Dive Deeper into YOLOv8:
- Colab Notebook: https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/examples/object_tracking.ipynb
- Blog: Object Detection and Tracking with Ultralytics YOLOv8: https://www.ultralytics.com/blog/object-detection-and-tracking-with-ultralytics-yolov8
- Docs: YOLOv8 Object Detection: https://docs.ultralytics.com/models/yolov8/
- Ultralytics HUB: https://www.ultralytics.com/hub

Don't miss out on future tutorials and updates! Like, subscribe, and visit our website for more information on Ultralytics' cutting-edge AI solutions.

🏠 Ultralytics Home: https://www.ultralytics.com
🚀 Ultralytics HUB: https://www.ultralytics.com/hub
📚 Blog: https://www.ultralytics.com/blog

#YOLOv8 #Ultralytics #ComputerVision #AI #ObjectDetection #ObjectTracking #MachineLearning #DeepLearning #RealTimeAI #VisualAI