EMDiffuse Dataset

Mouse brain cortex electron microscopy denoising and super-resolution dataset. The file format is organized as below: EMDiffsue_dataset brain_train // mouse brain cortex dataset to train 1 // region index. Each region contains images obtained using a 20,000 magnification rate and a 40,000 magnification rate with different imaging speeds. Brain__2w_01.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~ 7s Brain__2w_02.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~14s Brain__2w_03.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~20s Brain__4w_04.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~2s Brain__4w_05.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~4s Brain__4w_06.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~6s Brain__4w_07.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~8s Brain__4w_08.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~14s Brain__4w_09.tif // Denoising ground truth and super-resolution ground truth. The magnification rate is 40,000 and the imaging time is ~130s 2 .... brain_test // mouse brain cortex dataset to train 1 Brain__4w_04.tif // Denoising raw data. The magnification rate is 40,000 and the imaging time is ~2s Brain__2w_01.tif // Super-resolution raw data. The magnification rate is 20,000 and the imaging time is ~ 7s ... Heart // mouse heart dataset for transfer learning 1 Heart__4w_04.tif Heart__4w_05.tif ... 2 ... Liver // mouse liver dataset for transfer learning Bone Marrow // bone marrow dataset for transfer learning