Microscopy from Scientific Research

Representative example chosen among 28 annotated live-cell STED test images for the segmentation of F-actin nanostructures. The nanostructures on the live-cell STED images (top left) are not properly segmented by the U-Net fixed-dend (bottom left). The U-Net Live is trained with synthetic images generated by the TA-CycleGAN to segment the F-actin nanostructures on real live-cell STED images. The segmentation predictions generated by the U-Net Live (bottom right) are similar to the manual expert annotations (top right).

DOI