DeepHealth
A unified framework completely adapted to exploit underlying heterogeneous HPC and Big Data architectures
Europe
Pinned Repositories
AnonymizationHackaton
ceddl
Plain C wrapper for the EDDL library
docker-libs
Docker images to develop and run software based on the EDDL and ECVL libraries and their respective Python interfaces (PyEDDL and PyECVL).
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.
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.
pyecvl
Python wrapper for the ECVL.
pyeddl
Python wrapper for the EDDL library.
UC4_pipeline
DeepHealth EDDL/ECVL scripts for train and inference neural network on UniToChest dataset
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.
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
DeepHealth's Repositories
deephealthproject/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.
deephealthproject/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.
deephealthproject/pyeddl
Python wrapper for the EDDL library.
deephealthproject/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
deephealthproject/AnonymizationHackaton
deephealthproject/pyecvl
Python wrapper for the ECVL.
deephealthproject/UC4_pipeline
DeepHealth EDDL/ECVL scripts for train and inference neural network on UniToChest dataset
deephealthproject/backend
DeepHealth Toolkit back-end
deephealthproject/ceddl
Plain C wrapper for the EDDL library
deephealthproject/docker-compss-runtime
deephealthproject/docker-libs
Docker images to develop and run software based on the EDDL and ECVL libraries and their respective Python interfaces (PyEDDL and PyECVL).
deephealthproject/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.
deephealthproject/docker-backend
Docker/k8s resources for the DeepHealth Back-end
deephealthproject/front-end
deephealthproject/models
DeepHealth Model Zoo
deephealthproject/UC13_pipeline
Repository to maintain the pipeline example for UC13 of DeepHealth
deephealthproject/CassandraDL
Cassandra Data Loader for the DeepHealth Toolkit
deephealthproject/conda_builds
Conda recipes for DeepHealth software
deephealthproject/deephealth-k8s
The manifests used in the development of the hybrid cloud are included in this repository.
deephealthproject/docker-frontend
Docker/k8s resources for the DeepHealth Front-end
deephealthproject/eddl_issues
Repository to provide with the code and scripts used while solving/checking issues reported on EDDL
deephealthproject/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.
deephealthproject/helm-charts
This repository contains helm charts for Kubernetes backend deployment.
deephealthproject/homebrew-tap
Formulas for the homebrew package manager
deephealthproject/promort_pipeline
deephealthproject/promort_pipeline_mpi
deephealthproject/UC15_pipeline
deephealthproject/UC2_pipeline
DeepHealth EDDL/ECVL scripts for train and inference neural network on UniToPatho dataset
deephealthproject/UC3_pipeline
UC3-UNITOBrain, EDDL/ECV Implementation
deephealthproject/UC5_pipeline
Repository for the Use Case 5 "Deep Image Annotation"