Package: AzureVision 1.0.2.9000
Hong Ooi
AzureVision: Interface to Azure Computer Vision Services
An interface to 'Azure Computer Vision' <https://docs.microsoft.com/azure/cognitive-services/Computer-vision/Home> and 'Azure Custom Vision' <https://docs.microsoft.com/azure/cognitive-services/custom-vision-service/home>, building on the low-level functionality provided by the 'AzureCognitive' package. These services allow users to leverage the cloud to carry out visual recognition tasks using advanced image processing models, without needing powerful hardware of their own. Part of the 'AzureR' family of packages.
Authors:
AzureVision_1.0.2.9000.tar.gz
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AzureVision.pdf |AzureVision.html✨
AzureVision/json (API)
NEWS
| # Install 'AzureVision' in R: |
| install.packages('AzureVision', repos = c('https://azure.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/azure/azurevision/issues
azure-cognitive-servicesazure-sdk-rcomputer-visioncustom-vision
Last updated 4 years agofrom:d85e4f5c2d. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 24 2024 |
| R-4.5-win | OK | Dec 24 2024 |
| R-4.5-linux | OK | Dec 24 2024 |
| R-4.4-win | OK | Dec 24 2024 |
| R-4.4-mac | OK | Dec 24 2024 |
| R-4.3-win | OK | Dec 24 2024 |
| R-4.3-mac | OK | Dec 24 2024 |
Exports:add_image_regionsadd_image_tagsadd_imagesadd_negative_tagadd_tagsanalyzearea_of_interestbrowse_imagescall_cognitive_endpointcategorizeclassification_servicecognitive_endpointcomputervision_endpointcreate_classification_projectcreate_object_detection_projectcustomvision_prediction_endpointcustomvision_training_endpointdelete_modeldelete_projectdescribedetect_objectsdo_prediction_opdo_training_opexport_modelget_modelget_projectget_tagidentify_regionslist_computervision_domainslist_imageslist_model_exportslist_modelslist_projectslist_tagsmake_thumbnailobject_detection_servicepublish_modelread_textremove_image_regionsremove_image_tagsremove_imagesremove_tagsrename_modelshow_modelshow_training_performancetagtrain_modelunpublish_modelupdate_project
Dependencies:askpassAzureAuthAzureCognitiveAzureGraphAzureRMRcurlhttrjosejsonlitemimeopensslR6rappdirssysuuid
Using the Computer Vision service
Rendered fromcomputervision.Rmdusingknitr::rmarkdownon Dec 24 2024.Last update: 2019-11-12
Started: 2019-11-06
Creating and deploying a Custom Vision predictive service
Rendered fromcustomvision.Rmdusingknitr::rmarkdownon Dec 24 2024.Last update: 2020-10-17
Started: 2019-11-10
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Add and remove regions from images | add_image_regions customvision_regions identify_regions remove_image_regions |
| Tag and untag images uploaded to a project | add_image_tags add_image_tags.classification_project customvision_image_tags remove_image_tags |
| Add, list and remove images for a project | add_images add_images.classification_project add_images.object_detection_project customvision_images list_images remove_images |
| Add, retrieve and remove tags for a project | add_negative_tag add_tags customvision_tags get_tag list_tags remove_tags |
| Interface to Azure Computer Vision API | analyze area_of_interest categorize computervision describe detect_objects list_computervision_domains make_thumbnail read_text tag |
| View images uploaded to a Custom Vision project | browse_images |
| Connect to a Custom Vision predictive service | classification_service customvision_predictive_service object_detection_service |
| Endpoint objects for computer vision services | computervision_endpoint customvision_prediction_endpoint customvision_training_endpoint |
| Create, retrieve, update and delete Azure Custom Vision projects | create_classification_project create_object_detection_project customvision_project delete_project get_project list_projects update_project |
| Carry out a Custom Vision operation | do_prediction_op do_prediction_op.customvision_predictive_service do_training_op do_training_op.customvision_project |
| Get predictions from a Custom Vision model | predict predict.classification_service predict.customvision_model predict.object_detection_service |
| Publish, export and unpublish a Custom Vision model iteration | export_model list_model_exports publish_model unpublish_model |
| Display model iteration details | show_model show_training_performance summary.customvision_model |
| Create, retrieve, rename and delete a model iteration | delete_model delete_model.customvision_model delete_model.customvision_project get_model list_models rename_model train_model |
