How to best label pictures in semantic segmentation, the process of labeling pictures in semantic segmentation
In recent years, pictures machine learning techniques centered on deep learning have attracted attention. For example, self-driving cars have gradually become possible, but in the entire deep learning process, algorithms are required to recognize and learn images provided as raw data. In this process, semantic segmentation technology is applied. So, how does semantic segmentation annotate pictures? Let's introduce it below.
What is Semantic Segmentation?
Semantic segmentation is a machine learning technique that learns how to recognize the extent of objects in an image, enabling machine learning algorithms to locate the precise boundaries of objects. Semantic segmentation refers to dividing complex and irregular images into regions based on the attributes of objects, and marking the corresponding attributes to help train image recognition models. It is often used in areas such as autonomous driving, human-computer interaction, and virtual reality.
How does semantic se...