Image segmentation is a technique used to analyze images by dividing them into different parts. The goal is to make the image easier to understand and analyze by identifying objects and boundaries within it. This process involves grouping pixels that are similar in color, intensity, or texture. The article discusses various methods for image segmentation, focusing on how machine learning can be used to achieve this.