Tag: autonomous-vehicles
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Project: Point Cloud Processing with Open3D
We are working with point clouds (again). Point clouds, collections of 3D data acquired through LiDAR, are a crucial data type in self-driving car. In this project, we will learn how to process point clouds using the Open3D library. Let’s look at the data that we want to process, which is displayed by Figure 1.…
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Project: Vehicle Tracking and Counting using YOLOv8 and ByteTrack
In this project, we will create a vehicle tracking and counting system using YOLOv8 and ByteTrack algorithms. Let’s dive in! 1. Short Introduction to the Project Vehicle tracking and counting refers to the process of monitoring and recording the movement of vehicles within a defined area. This involves identifying vehicles as they enter and exit…
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