Download sam_hq_vit_l.pth model and put it into extensions/sd-webui-segment-anything/models/sam
Install this extension
Optional download this model (SD1.x), rename it into controlnet-segment-anything.pth, then put it into models/ControlNet, or controlnet-union-sdxl-1.0 (SDXL)