All published modules

Module Name Published Updated License Type Categories Cite as GitHub URL Docker image
TF Benchmarks Thu 19 December 2019 Mon 30 March 2020 MIT Model docker, tensorflow, cnn, trainable, api-v1 - https://github.com/deephdc/benchmarks_cnn_api deephdc/deep-oc-benchmarks_cnn
semseg_vaihingen Mon 30 September 2019 Mon 30 March 2020 MIT Model tensorflow, semantic segmentation, cnn, trainable, inference, pre-trained, api-v1 - https://github.com/deephdc/semseg_vaihingen deephdc/deep-oc-semseg_vaihingen
Train an audio classifier Sun 01 September 2019 Mon 30 March 2020 MIT Model tensorflow, docker, deep learning, trainable, inference, pre-trained, api-v2 https://arxiv.org/pdf/1803.02353.pdf http://github.com/deephdc/audio-classification-tf deephdc/deep-oc-audio-classification-tf
Body pose detection Wed 31 July 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, inference, pre-trained, api-v2 - https://github.com/deephdc/posenet-tf deephdc/deep-oc-posenet-tf
Speech keywords classifier Wed 31 July 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, api-v2 https://static.googleusercontent.com/media/research.google.com/es//pubs/archive/43969.pdf https://github.com/deephdc/speech-to-text-tf deephdc/deep-oc-speech-to-text-tf
Development Docker image Fri 01 March 2019 Mon 30 March 2020 MIT Model development, tensorflow, jupyterlab, api-v2 - http://github.com/deephdc/DEEP-OC-generic-dev deephdc/deep-oc-generic-dev
DEEP OC Massive Online Data Streams Tue 19 February 2019 Mon 30 March 2020 Apache 2.0 Model services, docker, api-v2, trainable, inference, deep learning, keras, tensorflow - https://github.com/deephdc/mods deephdc/deep-oc-mods
Conus species classifier Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 http://digital.csic.es/handle/10261/194548 https://github.com/deephdc/image-classification-tf deephdc/deep-oc-conus-classification-tf
Train an image classifier Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 http://digital.csic.es/handle/10261/194498 https://github.com/deephdc/image-classification-tf deephdc/deep-oc-image-classification-tf
Phytoplankton species classifier Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 http://digital.csic.es/handle/10261/194553 https://github.com/deephdc/image-classification-tf deephdc/deep-oc-phytoplankton-classification-tf
Plants species classifier Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 http://digital.csic.es/handle/10261/194545 https://github.com/deephdc/image-classification-tf deephdc/deep-oc-plants-classification-tf
Upscale multispectral satellites images Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, api-v2 https://doi.org/10.1016/j.isprsjprs.2018.09.018 https://github.com/deephdc/satsr deephdc/deep-oc-satsr
Seed species classifier Tue 01 January 2019 Mon 30 March 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 http://digital.csic.es/handle/10261/194549 https://github.com/deephdc/image-classification-tf deephdc/deep-oc-seeds-classification-tf
Dogs breed detector Sun 18 November 2018 Mon 30 March 2020 MIT Model tensorflow, image classification, cnn, trainable, inference, pre-trained, api-v2 - https://github.com/deephdc/dogs_breed_det deephdc/deep-oc-dogs_breed_det
DEEP OC Retinopathy Test Tue 02 October 2018 Mon 30 March 2020 MIT Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v1 https://gitlab.com/niklaskoehler/retinopathy_model https://github.com/deephdc/retinopathy_test deephdc/deep-oc-retinopathy_test
DEEP Data Science template Wed 01 August 2018 Sat 16 February 2019 MIT Tool tools, template, data science - https://github.com/indigo-dc/cookiecutter-data-science -