{ "_id": "6a49c8481f917fbb72a20f66", "Package": "AzureVision", "Title": "Interface to Azure Computer Vision Services", "Version": "1.0.2.9000", "Authors@R": "c(\nperson(\"Hong\", \"Ooi\", , \"hongooi73@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Microsoft\", role=\"cph\")\n)", "Description": "An interface to 'Azure Computer Vision'\n\nand 'Azure Custom Vision'\n,\nbuilding on the low-level functionality provided by the\n'AzureCognitive' package. These services allow users to\nleverage the cloud to carry out visual recognition tasks using\nadvanced image processing models, without needing powerful\nhardware of their own. Part of the 'AzureR' family of packages.", "URL": "https://github.com/Azure/AzureVision\nhttps://github.com/Azure/AzureR", "BugReports": "https://github.com/Azure/AzureVision/issues", "License": "MIT + file LICENSE", "VignetteBuilder": "knitr", "Roxygen": "list(markdown=TRUE, r6=FALSE, old_usage=TRUE)", "RoxygenNote": "7.1.1", "Config/pak/sysreqs": "libssl-dev", "Repository": "https://azure.r-universe.dev", "Date/Publication": "2021-01-12 19:34:52 UTC", "RemoteUrl": "https://github.com/azure/azurevision", "RemoteRef": "HEAD", "RemoteSha": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-17 11:10:39 UTC", "User": "root" }, "Author": "Hong Ooi [aut, cre],\nMicrosoft [cph]", "Maintainer": "Hong Ooi ", "_user": "azure", "_type": "src", "_file": "AzureVision_1.0.2.9000.tar.gz", "_fileid": "https://r2.ropensci.org/2f54db84a4b90bba9d5dfe372eb5f0586a54c2dfad843c1830328f05294724c6", "_filesize": 1620945, "_sha256": "2f54db84a4b90bba9d5dfe372eb5f0586a54c2dfad843c1830328f05294724c6", "_expires": "2026-10-13T02:58:14.000Z", "_created": "2026-06-17T11:10:39.000Z", "_published": "2026-07-05T02:58:16.007Z", "_jobs": [ { "job": 85187458550, "time": 120, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7693652620" }, { "job": 85187458611, "time": 176, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7693671357" }, { "job": 85187458620, "time": 78, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7693635985" }, { "job": 85187458481, "time": 79, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7693636379" }, { "job": 85187458447, "time": 176, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7693607517" }, { "job": 85187458505, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7693645434" }, { "job": 85187458558, "time": 82, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7693638180" }, { "job": 85187458502, "time": 118, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7693649300" }, { "job": 85187458581, "time": 68, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7693633667" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264", "_status": "success", "_upstream": "https://github.com/azure/azurevision", "_commit": { "id": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "author": "Hong Ooi ", "committer": "Hong Ooi ", "message": "bump to dev version\n", "time": 1610480092 }, "_maintainer": { "name": "Hong Ooi", "email": "hongooi73@gmail.com", "login": "hongooi73", "description": "", "uuid": 11328890 }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.3", "role": "Depends" }, { "package": "AzureRMR", "role": "Imports" }, { "package": "AzureCognitive", "role": "Imports" }, { "package": "httr", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "AzureAuth", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "azure", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "azure-cognitive-services", "azure-sdk-r", "computer-vision", "custom-vision" ], "_stars": 5, "_contributors": [ { "user": "hongooi73", "count": 120, "uuid": 11328890 }, { "user": "microsoftopensource", "count": 4, "uuid": 22527892 }, { "user": "msftgits", "count": 1, "uuid": 9328564 } ], "_userbio": { "uuid": 6844498, "type": "organization", "name": "Microsoft Azure", "followers": 14831, "description": "APIs, SDKs and open source projects from Microsoft Azure" }, "_downloads": { "count": 706, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/AzureVision" }, "_devurl": "https://github.com/azure/azurevision", "_searchresults": 10, "_rbuild": "4.6.0", "_assets": [ "extra/AzureVision.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/azure/azurevision", "_realowner": "azure", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2019-12-06" }, { "version": "1.0.1", "date": "2020-04-21" }, { "version": "1.0.2", "date": "2020-10-17" } ], "_exports": [ "add_image_regions", "add_image_tags", "add_images", "add_negative_tag", "add_tags", "analyze", "area_of_interest", "browse_images", "call_cognitive_endpoint", "categorize", "classification_service", "cognitive_endpoint", "computervision_endpoint", "create_classification_project", "create_object_detection_project", "customvision_prediction_endpoint", "customvision_training_endpoint", "delete_model", "delete_project", "describe", "detect_objects", "do_prediction_op", "do_training_op", "export_model", "get_model", "get_project", "get_tag", "identify_regions", "list_computervision_domains", "list_images", "list_model_exports", "list_models", "list_projects", "list_tags", "make_thumbnail", "object_detection_service", "publish_model", "read_text", "remove_image_regions", "remove_image_tags", "remove_images", "remove_tags", "rename_model", "show_model", "show_training_performance", "tag", "train_model", "unpublish_model", "update_project" ], "_help": [ { "page": "customvision_regions", "title": "Add and remove regions from images", "topics": [ "add_image_regions", "customvision_regions", "identify_regions", "remove_image_regions" ] }, { "page": "customvision_image_tags", "title": "Tag and untag images uploaded to a project", "topics": [ "add_image_tags", "add_image_tags.classification_project", "customvision_image_tags", "remove_image_tags" ] }, { "page": "customvision_images", "title": "Add, list and remove images for a project", "topics": [ "add_images", "add_images.classification_project", "add_images.object_detection_project", "customvision_images", "list_images", "remove_images" ] }, { "page": "customvision_tags", "title": "Add, retrieve and remove tags for a project", "topics": [ "add_negative_tag", "add_tags", "customvision_tags", "get_tag", "list_tags", "remove_tags" ] }, { "page": "computervision", "title": "Interface to Azure Computer Vision API", "topics": [ "analyze", "area_of_interest", "categorize", "computervision", "describe", "detect_objects", "list_computervision_domains", "make_thumbnail", "read_text", "tag" ] }, { "page": "browse_images", "title": "View images uploaded to a Custom Vision project", "topics": [ "browse_images" ] }, { "page": "customvision_predictive_service", "title": "Connect to a Custom Vision predictive service", "topics": [ "classification_service", "customvision_predictive_service", "object_detection_service" ] }, { "page": "endpoint", "title": "Endpoint objects for computer vision services", "topics": [ "computervision_endpoint", "customvision_prediction_endpoint", "customvision_training_endpoint" ] }, { "page": "customvision_project", "title": "Create, retrieve, update and delete Azure Custom Vision projects", "topics": [ "create_classification_project", "create_object_detection_project", "customvision_project", "delete_project", "get_project", "list_projects", "update_project" ] }, { "page": "do_customvision_op", "title": "Carry out a Custom Vision operation", "topics": [ "do_prediction_op", "do_prediction_op.customvision_predictive_service", "do_training_op", "do_training_op.customvision_project" ] }, { "page": "customvision_predict", "title": "Get predictions from a Custom Vision model", "topics": [ "predict", "predict.classification_service", "predict.customvision_model", "predict.object_detection_service" ] }, { "page": "customvision_publish", "title": "Publish, export and unpublish a Custom Vision model iteration", "topics": [ "export_model", "list_model_exports", "publish_model", "unpublish_model" ] }, { "page": "customvision_train_result", "title": "Display model iteration details", "topics": [ "show_model", "show_training_performance", "summary.customvision_model" ] }, { "page": "customvision_train", "title": "Create, retrieve, rename and delete a model iteration", "topics": [ "delete_model", "delete_model.customvision_model", "delete_model.customvision_project", "get_model", "list_models", "rename_model", "train_model" ] } ], "_pkglogo": "https://github.com/azure/azurevision/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/azure/azurevision/raw/HEAD/README.md", "_rundeps": [ "askpass", "AzureAuth", "AzureCognitive", "AzureGraph", "AzureRMR", "curl", "httr", "jose", "jsonlite", "mime", "openssl", "R6", "rappdirs", "sys", "uuid" ], "_vignettes": [ { "source": "computervision.Rmd", "filename": "computervision.html", "title": "Using the Computer Vision service", "author": "Hong Ooi", "engine": "knitr::rmarkdown", "headings": [ "Creating the resources", "Client interface", "Sample images", "Calls", "analyze", "describe", "detect_objects", "area_of_interest", "tag", "categorize", "read_text", "make_thumbnail", "See also" ], "created": "2019-11-06 11:52:18", "modified": "2019-11-12 19:27:15", "commits": 6 }, { "source": "customvision.Rmd", "filename": "customvision.html", "title": "Creating and deploying a Custom Vision predictive service", "author": "Hong Ooi", "engine": "knitr::rmarkdown", "headings": [ "Creating the resources", "Training", "Creating the project", "Adding and tagging images", "Training the model", "Deployment", "Publishing to a prediction resource", "Exporting as standalone", "See also" ], "created": "2019-11-10 22:37:45", "modified": "2020-10-17 19:38:36", "commits": 10 } ], "_score": 5, "_indexed": true, "_nocasepkg": "azurevision", "_universes": [ "azure", "hongooi73" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2.9000", "date": "2026-06-17T11:12:49.000Z", "distro": "noble", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/e994bbc9e9631dc16afc5de4ea792dc63c0fda41bc8fc03f6b80daa03aaf709c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.6.0", "os": "linux", "version": "1.0.2.9000", "date": "2026-06-17T11:13:44.000Z", "distro": "noble", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/e18a606195681dc3894009efe7874a329cf0255b330dafc90a0465fc4ac007c9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.5.3", "os": "mac", "version": "1.0.2.9000", "date": "2026-06-17T11:12:03.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/7f0c0ff28854c314c3496931f199047f04906bd420ab438dcc217692058efeb3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.6.0", "os": "mac", "version": "1.0.2.9000", "date": "2026-06-17T11:12:05.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/5f4c64ab9e445b0e93dbb15e6158637ee574862af5103cfa138bf9e01735fbe0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2.9000", "date": "2026-06-17T11:12:41.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/7ce696b4049498315a10f784df7921a23d8328596ce2c6c9c47fdde98e3a0b31", "status": "success", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.7.0", "os": "win", "version": "1.0.2.9000", "date": "2026-06-17T11:12:01.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/5ad07208e1cd7710528a5e230b2913e6627c2d698e6ccbfda8344d855c7c8161", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.5.3", "os": "win", "version": "1.0.2.9000", "date": "2026-06-17T11:12:34.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/8f75b6aae47e0dbde615838a708560e27be0e5e00a359531515623dcd2345536", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" }, { "r": "4.6.0", "os": "win", "version": "1.0.2.9000", "date": "2026-06-17T11:11:50.000Z", "commit": "d85e4f5c2de7c43d79b71c44f36238205eeeaabd", "fileid": "https://r2.ropensci.org/4d31386926ae0e43c58be4b708ead3fb9752c4ac3d9b7cdc743b4966db9231b9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/azure/actions/runs/27684558264" } ] }