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Mathias Perslev's Projects

autofocus-layer-tf icon autofocus-layer-tf

TensorFlow implementation of the autofocus layer as described in 'Autofocus Layer for Semantic Segmentation' (https://arxiv.org/pdf/1805.08403.pdf), MICCAI 2018.

canvassync icon canvassync

Synchronise modules, assignments and files located on a Canvas by Instructure web server to your local computer.

probabilistic_unet icon probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

psg-utils icon psg-utils

A collection of Python utility classes and functions for loading and processing Polysomnography (PSG) sleep study data.

u-time icon u-time

U-Time: A Fully Convolutional Network for Time Series Segmentation

yamlhparams icon yamlhparams

An extension to the ruamel.yaml YAML parser for roundtrip loading, manipulation and saving of hyperparameters stored in YAML files and basic version control against a separate Python package

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