{"id":13401320,"url":"https://github.com/cloudyr/RoogleVision","last_synced_at":"2025-03-14T07:31:30.113Z","repository":{"id":61419069,"uuid":"58921966","full_name":"cloudyr/RoogleVision","owner":"cloudyr","description":"R Package for Image Recognition using Google Cloud Vision","archived":false,"fork":false,"pushed_at":"2019-01-14T23:57:05.000Z","size":424,"stargazers_count":76,"open_issues_count":8,"forks_count":37,"subscribers_count":10,"default_branch":"master","last_synced_at":"2024-07-21T07:32:45.209Z","etag":null,"topics":["cloudyr","google-cloud-vision","r"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cloudyr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2016-05-16T09:54:09.000Z","updated_at":"2022-10-14T11:56:12.000Z","dependencies_parsed_at":"2022-10-17T08:16:37.933Z","dependency_job_id":null,"html_url":"https://github.com/cloudyr/RoogleVision","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudyr%2FRoogleVision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudyr%2FRoogleVision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudyr%2FRoogleVision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudyr%2FRoogleVision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloudyr","download_url":"https://codeload.github.com/cloudyr/RoogleVision/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243541867,"owners_count":20307773,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cloudyr","google-cloud-vision","r"],"created_at":"2024-07-30T19:01:01.404Z","updated_at":"2025-03-14T07:31:29.638Z","avatar_url":"https://github.com/cloudyr.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# RoogleVision\nR Package for Image Recognition, Object Detection, and OCR using the Google's Cloud Vision API\n\nSee the the R/shiny [demo](https://flovv.shinyapps.io/gVision-shiny/)\n\nand blog posts [1](http://flovv.github.io/Image-Recognition-Google-Vision/) and [2](http://flovv.github.io/Brand-Logos/)\n\n\n## Get API Keys\n* Visit [Google's developer console](https://console.cloud.google.com)\n* sign in\n* create a project, enable billing and enable 'Google Cloud Vision API' \n* go to credentials, create OAuth 2.0 client ID: copy client_id and client_secret from JSON file.\n\n\n## Usage\n\n```R\nrequire(\"RoogleVision\")\n\n### plugin your credentials\noptions(\"googleAuthR.client_id\" = \"xxx.apps.googleusercontent.com\")\noptions(\"googleAuthR.client_secret\" = \"\")\n\n## use the fantastic Google Auth R package\n### define scope!\noptions(\"googleAuthR.scopes.selected\" = c(\"https://www.googleapis.com/auth/cloud-platform\"))\ngoogleAuthR::gar_auth()\n\n############\n#Basic: you can provide both, local as well as online images:\no \u003c- getGoogleVisionResponse(\"brandlogos.png\")\no \u003c- getGoogleVisionResponse(imagePath=\"brandlogos.png\", feature=\"LOGO_DETECTION\", numResults=4)\ngetGoogleVisionResponse(\"https://media-cdn.tripadvisor.com/media/photo-s/02/6b/c2/19/filename-48842881-jpg.jpg\", feature=\"LANDMARK_DETECTION\")\n\n\n### FEATURES\n# with the parameter 'feature' you can define which type of analysis you want. Results differ by feature-type\n# The default is set to 'LABEL_DETECTION' but you can choose one out of: FACE_DETECTION, LANDMARK_DETECTION, LOGO_DETECTION, LABEL_DETECTION, TEXT_DETECTION\n\n```\n\n\n## Installation ##\n\n[![CRAN](http://www.r-pkg.org/badges/version/RoogleVision)](http://cran.r-project.org/package=RoogleVision)\n[![Build Status](https://travis-ci.org/cloudyr/RoogleVision.png?branch=master)](https://travis-ci.org/cloudyr/RoogleVision)\n[![codecov.io](http://codecov.io/github/cloudyr/RoogleVision/coverage.svg?branch=master)](http://codecov.io/github/cloudyr/RoogleVision?branch=master)\n\nThis package is not yet on CRAN. To install the latest development version you can install from the cloudyr drat repository:\n\n```R\n# latest stable version\ninstall.packages(\"RoogleVision\", repos = c(getOption(\"repos\"), \"http://cloudyr.github.io/drat\"))\n```\n\nOr, to pull a potentially unstable version directly from GitHub:\n\n```R\nif (!require(\"devtools\")) {\n    install.packages(\"ghit\")\n}\ndevtools::install_github(\"cloudyr/RoogleVision\")\n```\n\n\n---\n[![cloudyr project logo](http://i.imgur.com/JHS98Y7.png)](https://github.com/cloudyr)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudyr%2FRoogleVision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloudyr%2FRoogleVision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudyr%2FRoogleVision/lists"}