Contrastive Language–Image Pretraining - What is semantic classification of images?

The process of semantic segmentation involves classifying the items in the image and then grouping them together. Pedestrians, cars, roads, buildings, etc. make up one possible division of a cityscape. Identifying certain entities inside a class is known as instance segmentation.