Post

After a long journey, Segment Anything for Microscopy is now published in Nature Methods! We significantly improve SAM for interactive and automatic segmentation in light and electron microscopy and build a user-friendly tool. www.nature.com/articles/s41...

119 reposts351 likes

To achieve these improvements, we finetune SAM on a large LM dataset (ca. 50k images, 1.2M annotated cells) and on a large EM dataset (ca. 5k images, 90k annotated nuclei and mitos). We also add a new decoder for instance segmentation, which provides efficient automatic segmentation.