{"id":21852629,"url":"https://github.com/stemann/fiftyoneimageannotations.jl","last_synced_at":"2026-05-17T22:31:22.914Z","repository":{"id":186116739,"uuid":"642084452","full_name":"stemann/FiftyOneImageAnnotations.jl","owner":"stemann","description":null,"archived":false,"fork":false,"pushed_at":"2024-01-22T19:03:05.000Z","size":42,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2026-01-14T06:06:30.986Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Julia","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/stemann.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-17T19:35:54.000Z","updated_at":"2024-04-30T06:26:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"a2ee458a-eada-4909-83dd-c849f8875f71","html_url":"https://github.com/stemann/FiftyOneImageAnnotations.jl","commit_stats":null,"previous_names":["ihpsystems/fiftyoneimageannotations.jl"],"tags_count":4,"template":false,"template_full_name":null,"purl":"pkg:github/stemann/FiftyOneImageAnnotations.jl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stemann%2FFiftyOneImageAnnotations.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stemann%2FFiftyOneImageAnnotations.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stemann%2FFiftyOneImageAnnotations.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stemann%2FFiftyOneImageAnnotations.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stemann","download_url":"https://codeload.github.com/stemann/FiftyOneImageAnnotations.jl/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stemann%2FFiftyOneImageAnnotations.jl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33157448,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":"2024-11-28T01:17:50.758Z","updated_at":"2026-05-17T22:31:22.889Z","avatar_url":"https://github.com/stemann.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FiftyOneImageAnnotations\n\n[![Build Status](https://github.com/IHPSystems/FiftyOneImageAnnotations.jl/actions/workflows/CI.yml/badge.svg?branch=master)](https://github.com/IHPSystems/FiftyOneImageAnnotations.jl/actions/workflows/CI.yml?query=branch%3Amaster)\n[![Coverage](https://codecov.io/gh/IHPSystems/FiftyOneImageAnnotations.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/IHPSystems/FiftyOneImageAnnotations.jl)\n[![Code Style: Blue](https://img.shields.io/badge/code%20style-blue-4495d1.svg)](https://github.com/invenia/BlueStyle)\n\nFiftyOneImageAnnotations provides a Julia interface to the [FiftyOne](https://voxel51.com/docs/fiftyone/) toolkit, that enables curating datasets, evaluating models, finding annotation mistakes, visualizing embeddings etc.\n\n## Caveats\n\nThe embedded MongoDB process is left running after the Julia session is closed. Stop the process manually - or, preferable, [use an external MongoDB instance](https://docs.voxel51.com/user_guide/config.html#configuring-a-mongodb-connection).\n\nThe MongoDB process [can be terminated](https://www.mongodb.com/docs/manual/tutorial/manage-mongodb-processes/#use-kill) using:\n```\nkill -3 `ps | grep fiftyone | grep -v service/main.py | grep mongod | cut -d \" \" -f 1`\n```\nThis is somewhat **unsafe**: The MongoDB documentation says that signal 2/INT should be used, but it seems 3/QUIT actually works.\n\n## Usage\n\n```julia\nusing FiftyOneImageAnnotations\n\nfoo_dataset = Dataset(\"foo\")\nDataset(\"bar\"; persistent = true)\n\nlist_datasets() # lists \"foo\" and \"bar\" datasets\n\nbar_dataset = load_dataset(\"bar\")\n\nfoo_dataset.persistent # false\nbar_dataset.persistent # true\n\ndelete_non_persistent_datasets()\n\ndelete_dataset(\"bar\")\n```\n\n### Importing an ImageAnnotations dataset\n\n```julia\nusing FiftyOneImageAnnotations\nusing ImageAnnotations\n\ndataset = ImageAnnotationDataSet(AnnotatedImage[]) # ImageAnnotationDataSet{Any}(Any[], AnnotatedImage[])\n\ndataset_from_importer(ImageAnnotationDatasetImporter(dataset)) # FiftyOneImageAnnotations.Dataset\n```\n\n## Development\n\nInstalling FiftyOne can take a long time - [disabling installation of dependencies with CondaPkg](https://cjdoris.github.io/PythonCall.jl/stable/pythoncall/#pythoncall-config) can speed up development significanly (once the dependencies are installed):\n```sh\nJULIA_CONDAPKG_BACKEND=Null JULIA_PYTHONCALL_EXE=`pwd`/.CondaPkg/env/bin/python julia --project\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstemann%2Ffiftyoneimageannotations.jl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstemann%2Ffiftyoneimageannotations.jl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstemann%2Ffiftyoneimageannotations.jl/lists"}