Machine Learning with ML.NET - Object detection with YOLO

Machine Learning with ML.NET - Object detection with YOLO

In this tutorial, we explore object detection, learn how different versions of YOLO function and how you can utilize all that with ML.NET.

In one of the previous articles, we explored image classification as one of the most common computer vision problems. However, this type of problem is not applicable to more complex projects, like let’s say self-driving cars. Problems from the real world usually include detecting some objects in the image or a video, preferably in real-time.

The human visual system is like that. We can take a quick look at an image and instantly know what objects are in the image, where they are, and how they interact. Our visual system is fast and accurate, allowing us to perform complex tasks with little conscious thought.

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