DeepHealth

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

pyecvl

Python wrapper for the ECVL.

ceddl

Plain C wrapper for the EDDL library

UC4_pipeline

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

backend

DeepHealth Toolkit back-end

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.

docker-backend

Docker/k8s resources for the DeepHealth Back-end

front-end

models

DeepHealth Model Zoo

UC13_pipeline

Repository to maintain the pipeline example for UC13 of DeepHealth

CassandraDL

Cassandra Data Loader for the DeepHealth Toolkit

conda_builds

Conda recipes for DeepHealth software

deephealth-k8s

The manifests used in the development of the hybrid cloud are included in this repository.

docker-frontend

Docker/k8s resources for the DeepHealth Front-end

eddl_issues

Repository to provide with the code and scripts used while solving/checking issues reported on EDDL

eddl_riscv_config

This repository gathers the configurations and guidelines to use the EDDL in low resource environments, for instance some based on RISCV processor.

helm-charts

This repository contains helm charts for Kubernetes backend deployment.

homebrew-tap

Formulas for the homebrew package manager

promort_pipeline

promort_pipeline_mpi

UC15_pipeline

UC2_pipeline

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

UC3_pipeline

UC3-UNITOBrain, EDDL/ECV Implementation

UC5_pipeline

Repository for the Use Case 5 "Deep Image Annotation"