Painter and SegGPT are generalist vision models trained on diverse visual tasks for in-context learning. SegGPT serves as a segmentation foundation model capable of segmenting arbitrary concepts in images and videos given example prompts. The models enable zero-shot transfer across segmentation tasks without task-specific training.