SAM: A Image Segmentation Foundation Model

Segment Anything Model by Facebook’s Meta AI Research

With new advances in Generative AI, large-scale models called foundation models are developed. The foundation models are trained on a massive amount of unannotated data and can adapt to a wide range of downstream tasks.

In natural language processing, these foundation models (large language models) are pre-trained on web-scale datasets. With zero-shot and few-shot learning, these models can adapt to new datasets and tasks like translation and summarization. This is implemented …

foundation-models generative-ai image-segmentation self-supervised learning zero shot learning