{"id":18455361,"url":"https://github.com/cloud-annotations/object-detection-api-demo","last_synced_at":"2025-04-22T17:09:03.393Z","repository":{"id":55265912,"uuid":"247761401","full_name":"cloud-annotations/object-detection-api-demo","owner":"cloud-annotations","description":null,"archived":false,"fork":false,"pushed_at":"2021-01-05T22:20:13.000Z","size":40,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-16T14:56:31.669Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","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/cloud-annotations.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":"2020-03-16T16:16:13.000Z","updated_at":"2020-03-16T20:03:36.000Z","dependencies_parsed_at":"2022-08-14T18:41:05.221Z","dependency_job_id":null,"html_url":"https://github.com/cloud-annotations/object-detection-api-demo","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/cloud-annotations%2Fobject-detection-api-demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloud-annotations%2Fobject-detection-api-demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloud-annotations%2Fobject-detection-api-demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloud-annotations%2Fobject-detection-api-demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloud-annotations","download_url":"https://codeload.github.com/cloud-annotations/object-detection-api-demo/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250285695,"owners_count":21405297,"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":[],"created_at":"2024-11-06T08:07:50.891Z","updated_at":"2025-04-22T17:09:03.356Z","avatar_url":"https://github.com/cloud-annotations.png","language":"JavaScript","readme":"# Object Detection API Demo\n\n## Train a model\n\nTo train a deployable object detection model, run:\n\n```\n cacli train --frameworkv 1.15 --script https://github.com/cloud-annotations/training/releases/download/v1.2.30/deployable.zip\n```\n\n## Deploy the model\nOnce training has finished, run the following to store the model:\n```\nibmcloud ml store training-runs \u003cCACLI-MODEL-ID\u003e\n```\n\nYou should get the following output:\n```\nStarting to store the training-run '\u003cCACLI-MODEL-ID\u003e' ...\nOK\nModel store successful. Model-ID is '18510cf7-2a9b-4677-9280-b4604e2e10cb'.\n```\n\nUse the returned information to run the `deploy` command:\n```\nibmcloud ml deploy 18510cf7-2a9b-4677-9280-b4604e2e10cb \u003cCHOOSE-A-DEPLOYMENT-NAME\u003e\n```\n\nYou should get a response back with a `scoring endpoint`\n\n## Setup\nClone the repo:\n```\ngit clone https://github.com/cloud-annotations/wml-api-demo\ncd wml-api-demo\n```\n\nCreate a `.env` file with the following information:\n```\nAPIKEY=\u003cYOUR-WML-APIKEY\u003e\nSCORING_ENDPOINT=\u003cYOUR-SCORING_ENDPOINT\u003e\n```\n\nInstall the dependencies:\n```\nnpm install\n```\n\n\nRun the app:\n```\nnpm start\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloud-annotations%2Fobject-detection-api-demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloud-annotations%2Fobject-detection-api-demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloud-annotations%2Fobject-detection-api-demo/lists"}