Point-Scanning Super-Resolution (PSSR)

Good stuff:

BioRxiv Preprint: Deep Learning-Based Point-Scanning Super-Resolution Imaging

Pretrained models can be downloaded here:

• PSSR for Electron Microscopy (EM)
• PSSR singleframe (PSSR-SF) for mitoTracker
• PSSR multiframe (PSSR-MF) for mitoTracker
• PSSR for neuronal mitochondria

I know this is unusual, but we do have a beautifully written PSSR Tweetorial. Enjoy!

Instruction of use

Environment set up

• Install Anaconda (Learn more)
• Create a new conda environment for PSSR: conda env create --file=env.yaml (Learn more)

EM inference

Please refer to the handy Inference_PSSR_for_EM.ipynb. You need to modify the path for the test images accordingly. Note the input pixel size needs to be 8 nm.