DEEP Open Catalog

Welcome to the DEEP Open Catalog!

DEEP-Hybrid-DataCloud is delivering a comprehensive platform to easily develop, build, share and deploy Artificial Intelligence, Machine Learning and Deep Learning modules on top of distributed e-Infrastructures.

In the DEEP Open Catalog you can find ready to use modules in a variety of domains. These modules can be executed on your local laptop, on a production server or on top of computing e-Infrastructures supporting the DEEP-Hybrid-DataCloud stack.

Explore our marketplace!

DEEP OC semseg_vaihingen

tensorflow, semantic segmentation, cnn, vaihingen dataset

This is semantic segmentation application using DEEPaaS API
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DEEP OC Audio Classification (Tensorflow)

models, services, library/tensorflow, library/keras, docker

An audio classifier with Deep Neural Networks
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DEEP OC Posenet

services, docker

Posenet using Tensorflow
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DEEP OC Speech to Text

services, docker

Speech to text using Tensorflow
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DEEP OC Massive Online Data Streams

services, docker

Massive Online Data Streams analysis
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DEEP OC Conus Classification

services, library/tensorflow, library/keras, docker

A trained Xception net on Tensorflow/Keras to classify conus.
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Quickstart

1. Explore the marketplace

Browse the list of available modules and pick the one of your choice.

The DEEP Generic Container is a good starting point to see how the API looks like (but it does not provide any functionality at all).

2. Try locally

With Docker:

$ docker search deephdc
$ docker run -ti -p 5000:5000 deephdc/deep-oc-generic-container

No Docker possible? Try udocker instead!

$ udocker search deephdc
$ udocker run -p 5000:5000  deephdc/deep-oc-generic-container

Need GPU access?

Use nvidia-docker together with Docker:

$ nvidia-docker run -ti -p 5000:5000 deephdc/deep-oc-generic-container

Or udocker way:

$ udocker pull deephdc/deep-oc-generic-container
$ udocker create --name=deep-oc-generic-container deephdc/deep-oc-generic-container
$ udocker setup --nvidia deep-oc-generic-container
$ udocker run -p 5000:5000  deep-oc-generic-container

3. Browse the API

Open your browser and visit http://127.0.0.1:5000/.
Read the Swagger documentation and test the module directly.