All published modules

Module Name Published Updated License Type Categories Cite as GitHub URL Docker image
multi_plankton_separation Mon 02 October 2023 Wed 08 November 2023 MIT Model docker, api-v2, vo.imagine-ai.eu - https://github.com/emmaamblard/multi_plankton_separation deephdc/uc-emmaamblard-deep-oc-multi_plankton_separation
ai4eosc_thunder_nowcast_ml Thu 07 September 2023 Wed 08 November 2023 MIT Model docker, api-v2 - https://github.com/MicroStep-MIS/ai4eosc_thunder_nowcast_ml microstep/deep-oc-ai4eosc_thunder_nowcast_ml
litter_assessment_service Mon 14 August 2023 Wed 08 November 2023 MIT Model docker, api-v2 - https://git.ni.dfki.de/cleluschko/litter_assessment_service deephdc/uc-cleluschko-deep-oc-litter_assessment_service
Phytoplankton species classifier (VLIZ) Thu 10 August 2023 Wed 08 November 2023 MIT Model docker, api-v2, vo.imagine-ai.eu - https://github.com/lifewatch/phyto-plankton-classification deephdc/uc-woutdecrop-DEEP-OC-phyto-plankton-classification
yolov8_api Wed 09 August 2023 Wed 08 November 2023 MIT Model docker, api-v2, pytorch, yolov8, object detection, segmentation, image classification, trainable, inference, pre-trained, image, video, general purpose - https://github.com/deephdc/yolov8_api.git deephdc/deep-oc-yolov8_api
Object detection with FasterRCNN Thu 04 May 2023 Wed 08 November 2023 MIT Model docker, api-v2, pytorch, faster-rcnn, object detection, trainable, inference, pre-trained, image, video, general purpose - https://github.com/deephdc/fasterrcnn_pytorch_api deephdc/deep-oc-fasterrcnn_pytorch_api
marine_species_seg Thu 02 February 2023 Wed 08 November 2023 MIT Model docker, vo.imagine-ai.eu, api-v2 - https://github.com/jmbIFR/marine_species_seg deephdc/uc-jmbifr-deep-oc-marine_species_seg
Apple tree blossom image segmentation Tue 26 July 2022 Wed 08 November 2023 MIT Model tensorflow, trainable, inference, pre-trained, deep learning, docker, api-v2 - https://github.com/hereariim/blossom deephdc/uc-hereariim-deep-oc-blossom
2D semantic segmentation multilabels with Unet Sun 03 July 2022 Wed 08 November 2023 MIT Model docker, api-v2 - https://github.com/adnaneds/unet deephdc/uc-adnaneds-deep-oc-unet
demo_app Tue 05 October 2021 Wed 08 November 2023 MIT Model docker, api-v2 http://add-some-DOI-url.com https://github.com/deephdc/demo_app deephdc/deep-oc-demo_app
Artistic style transfer Thu 09 April 2020 Wed 08 November 2023 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 Wed 08 November 2023 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 Wed 08 November 2023 MIT Model docker, tensorflow, cnn, trainable, api-v1 - https://github.com/deephdc/benchmarks_cnn_api deephdc/deep-oc-benchmarks_cnn
Object Detection and Classification with Pytorch Thu 17 October 2019 Wed 08 November 2023 MIT Model services, pytorch, rcnn, faster-rcnn, object detection, trainable, inference, pre-trained, api-v2, image, general purpose - https://github.com/deephdc/obj_detect_pytorch deephdc/deep-oc-obj_detect_pytorch
2D semantic segmentation Sun 29 September 2019 Wed 08 November 2023 MIT Model tensorflow, semantic segmentation, cnn, trainable, inference, pre-trained, api-v2, image - https://github.com/deephdc/semseg_vaihingen deephdc/deep-oc-semseg_vaihingen
Train an audio classifier Sun 01 September 2019 Wed 08 November 2023 MIT Model tensorflow, docker, deep learning, trainable, inference, pre-trained, api-v2, audio, general purpose 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 Wed 08 November 2023 Apache 2.0 Model tensorflow, docker, deep learning, inference, pre-trained, api-v2, image - https://github.com/deephdc/posenet-tf deephdc/deep-oc-posenet-tf
Speech keywords classifier Wed 31 July 2019 Wed 08 November 2023 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, api-v2, audio, nlp, general purpose 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
AI4OS Development Environment Fri 01 March 2019 Wed 08 November 2023 MIT Model development, tensorflow, pytorch, jupyterlab, vscode, 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 Wed 08 November 2023 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 Wed 08 November 2023 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 Wed 08 November 2023 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2, general purpose 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 Wed 08 November 2023 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 Wed 08 November 2023 Apache 2.0 Model tensorflow, docker, deep learning, trainable, inference, pre-trained, image classification, api-v2, vo.imagine-ai.eu 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 Wed 08 November 2023 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 Wed 08 November 2023 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 Wed 08 November 2023 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 Wed 08 November 2023 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 Wed 08 November 2023 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 -