deephealthproject/models

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Python
License
MIT License
Created about 3 years ago
Updated about 3 years ago

deephealthproject/models

deephealthproject

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DeepHealth Model Zoo

eddl

European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.

ecvl

European Computer Vision Library (ECVL). A general-purpose computer vision library developed to support healthcare use cases within the DeepHealth project, with the aim of facilitating the integration of existing state-of-the-art libraries.

pyeddl

Python wrapper for the EDDL library.

winter-school

Winter School where developments from the DeepHealth project will be presented and attendees will have the chance to discover the libraries ECVL and EDLL

AnonymizationHackaton

Jupyter Notebook

UC4_pipeline

DeepHealth EDDL/ECVL scripts for train and inference neural network on UniToChest dataset

pyecvl

Python wrapper for the ECVL.

ecvl-old

European Computer Vision Library

backend

DeepHealth Toolkit back-end

ceddl

Plain C wrapper for the EDDL library

docker-compss-runtime

docker-libs

Docker images to develop and run software based on the EDDL and ECVL libraries and their respective Python interfaces (PyEDDL and PyECVL).

use-case-pipelines

Use case pipelines based on EDDL and ECVL libraries. Different tasks (e.g. classification and segmentation) and datasets (e.g. MNIST, ISIC, and PNEUMOTHORAX) are taken into account.

ecvl-applications

Sample ECVL applications with GUI based on wxWidgets.

front-end

workshops

DeepHealth project workshops / hackathons

docker-backend

Docker/k8s resources for the DeepHealth Back-end