Universal Image Segmentation with Mask2Former and OneFormer
This guide introduces Mask2Former and OneFormer, 2 state-of-the-art neural networks for image segmentation. The models are now available in 🤗 transformers, an open-source library that offers easy-to-use implementations of state-of-the-art models. Along the way, you’ll learn about the difference between the various forms of image segmentation.
Image segmentation
Image segmentation is the task of identifying different “segments” in an image, like people or cars. More technically, image segmentation is the task of grouping pixels with different semantics.