Semantic Segmentation

Semantic segmentation is a task in the field of computer vision that aims to classify each pixel in an image into a specific category or object. Its goal is to generate a dense pixel-level segmentation map where each pixel is assigned to a particular category or object. This task has significant application value in areas such as autonomous driving and medical image analysis, and is typically evaluated using metrics like Mean Intersection over Union (Mean IoU) and Pixel Accuracy.