All published modules

Module Name Published Updated License Type Categories Cite as GitHub URL Docker image
Artistic style transfer Thu 09 April 2020 Mon 15 June 2020 MIT Model pytorch, image style transfer, trainable, inference, pre-trained, api-v2 - https://github.com/deephdc/neural_transfer deephdc/deep-oc-neural_transfer
Bird sound classifier Wed 01 April 2020 Mon 15 June 2020 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, audio classification, api-v2, beta - https://github.com/deephdc/audio-classification-tf deephdc/deep-oc-birds-audio-classification-tf
TF Benchmarks Thu 19 December 2019 Mon 15 June 2020 MIT Model docker, tensorflow, cnn, trainable, api-v2 - https://github.com/deephdc/benchmarks_cnn_api deephdc/deep-oc-benchmarks_cnn
Object Detection and Classification with Pytorch Thu 17 October 2019 Mon 15 June 2020 MIT Model services, pytorch, rcnn, faster-rcnn, object detection, trainable, inference, pre-trained, api-v2 - https://github.com/deephdc/obj_detect_pytorch deephdc/deep-oc-obj_detect_pytorch
2D semantic segmentation Sun 29 September 2019 Mon 15 June 2020 MIT Model tensorflow, semantic segmentation, cnn, trainable, inference, pre-trained, api-v2 - https://github.com/deephdc/semseg_vaihingen deephdc/deep-oc-semseg_vaihingen
Train an audio classifier Sun 01 September 2019 Mon 15 June 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 15 June 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 15 June 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
DEEP Development Environment Fri 01 March 2019 Mon 15 June 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 15 June 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 15 June 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 15 June 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
Chest x-ray image classifier Tue 01 January 2019 Mon 15 June 2020 Apache 2.0 Model tensorflow, docker, deep learning, inference, pre-trained, image classification, api-v2, trainable http://digital.csic.es/handle/10261/194498 https://github.com/deephdc/image-classification-tf-dicom deephdc/deep-oc-image-classification-tf-dicom
Phytoplankton species classifier Tue 01 January 2019 Mon 15 June 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 15 June 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 15 June 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 15 June 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 15 June 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 15 June 2020 MIT Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2 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 -