Welcome to this tutorial on video object tracking using Ultralytics YOLO and ByteTracker! In this video, we will walk you through the steps to set up and implement real-time object tracking in videos using these powerful tools.
In this tutorial, you will learn:
- How to set up the Ultralytics YOLOv8 model for object detection and tracking.
- How to use ByteTracker for advanced tracking capabilities.
- How to visualize tracking results and save the output to a video file.
Watch the full video tutorial here: Video Tutorial Link (https://www.youtube.com/watch?v=dV7JuGanu50)
Make sure you have the following installed:
- Python 3.7 or higher
pip(Python package installer)- Necessary Python packages:
ultralytics,opencv-python,pytube
- Clone this repository or download the source code.
- Install the required packages:
pip install ultralytics opencv-python pytube
yt = YouTube(url) stream = yt.streams.filter(file_extension='mp4').first() stream.download(filename="video.mp4")