Discover deephealthproject/eddl Open Source project

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Language
C++
License
MIT License
Created over 5 years ago
Updated 2 months ago

deephealthproject

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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.

C++

pyeddl

Python wrapper for the EDDL library.

C++

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

Python

AnonymizationHackaton

Jupyter Notebook

UC4_pipeline

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

Python

pyecvl

Python wrapper for the ECVL.

C++

ecvl-old

European Computer Vision Library

C++

backend

DeepHealth Toolkit back-end

Python

ceddl

Plain C wrapper for the EDDL library

docker-compss-runtime

Shell

docker-libs

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

Makefile

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.

Python

models

DeepHealth Model Zoo

Python

ecvl-applications

Sample ECVL applications with GUI based on wxWidgets.

C++

front-end

TypeScript

workshops

DeepHealth project workshops / hackathons

Shell

docker-backend

Docker/k8s resources for the DeepHealth Back-end

Shell

deephealthproject/eddl

deephealthproject

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