Published November 9, 2024
| Version v1
Dataset
Open
PSSR2 Data and Figures
Description
Datasets and trained models necessary to reproduce the figures and statistics in
PSSR2: a user-friendly Python package for democratizing deep learning-based point-scanning super-resolution microscopy.
- pssr_metrics.ipynb // Notebook used to generate figures and statistics for Figure 1a-b
- emdiffuse_metrics.ipynb // Notebook used to generate figures and statistics for Figure 1c
- data
- train // Data used in training EM super-resoluton model
- test // Data used by notebooks to generate figures and statistics for Figure 1
- models
- vsPSSR_ResUNet_0.1275_p1.2.pth // Trained model weights for ResUNet used in benchmarking super-resolution performance vs PSSR
- vsEMDiffuse_ResUNet_0.062.pth // Trained model weights for ResUNet used in benchmarking denoising performance vs EMDiffuse
Files
PSSR2 Data and Figures.zip
Additional details
Related works
- Cites
- Dataset: 10.1038/s41592-021-01080-z (DOI)
Software
- Programming language
- Python