ISAT_with_segment_anything is an interactive labeling tool that uses SAM variants (SAM, SAM2, SAM3, sam-hq, MobileSAM, EdgeSAM) to assist with image and video segmentation annotation. The tool supports both visual and text prompts for segmentation, enabling semi-automatic labeling workflows where AI suggestions can be accepted or refined by human annotators.