3D Platelet EM

Platelet Electron Microscopy

3DBiologyIntroduced 2021-01-28

The platelet-em dataset contains two 3D scanning electron microscope (EM) images of human platelets, as well as instance and semantic segmentations of those two image volumes. This data has been reviewed by NIBIB, contains no PII or PHI, and is cleared for public release. All files use a multipage uint16 TIF format. A 3D image with size [Z, X, Y] is saved as Z pages of size [X, Y]. Image voxels are approximately 40x10x10 nm

Benchmarks

10-shot image generation/Mean IoU (test)3D Semantic Segmentation/Mean IoU (test)Medical Image Segmentation/Average IOU Semantic Segmentation/Mean IoU (test)