CLIP (Contrastive Language–Image Pretraining)

CLIP (Contrastive Language–Image Pretraining) is an AI model that learns to connect images and text by analyzing large amounts of data. It trains by pairing images with their descriptive texts and teaching the system to recognize which descriptions match which images. This way, CLIP can understand and relate visual content to language, enabling it to identify objects, interpret scenes, and even generate natural language responses based on visual inputs. Essentially, it bridges the gap between images and words, allowing for more flexible and accurate understanding of visual information through language.