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- Ellicott City, MD
This repository hosts simple examples of using deep networks to segment electron microscropy and other biological image data.
Software for generating dense (i.e. per-pixel) labels using semantic segmentation [lon2015]. The current implementation is based on the U-Net architecture [ron2015].
An empirical study comparing MAXFUN to other feature pooling techniques.
An experiment with the "magic points" mechanism for developing interpolation-based surrogates.
Jupyter Notebook 1
This repository hosts an experiment for segmenting EM images, with the goal of working more quickly than exhaustive application of CNNs on a per-pixel basis.