All 167 Dependencies

Every package Label Studio depends on, ranked by repo health score.

Label Studio is an open-source data labeling tool built by HumanSignal that supports annotation across all major data types: images, text, HTML, audio, video, time series, and PDF. Teams configure their labeling interfaces using a declarative XML-based configuration language, selecting from over 30 built-in tags such as bounding boxes, polygons, named entity spans, audio regions, and timeline labels without writing any frontend code.

The platform ships as a Python pip package backed by a Django REST API and a React/mobx-state-tree frontend editor. Projects organize collections of tasks, which are individual items to annotate. Annotations are recorded at the task level, support multiple annotators per task for consensus scoring, and can be compared side-by-side. Pre-labeling is supported by connecting external ML backends over HTTP, which Label Studio calls for predictions before a human reviews and refines them.

Cloud storage integrations (Amazon S3, Google Cloud Storage, Azure Blob Storage, and local filesystem) allow teams to read source data and write annotation results directly to their own buckets without staging files through Label Studio itself. Completed annotations export in a wide range of ML-framework formats including COCO, Pascal VOC, YOLO, spaCy, and plain JSON via the label-studio-sdk converter library.

Label Studio Enterprise (Label Studio's commercial edition by HumanSignal) extends the open-source core with SSO, role-based access control, team workspaces, analytics dashboards, and SLA-backed support. The community edition is fully functional for teams running their own infrastructure and willing to manage the operational stack themselves.

22 attr (==0.3.1) 34 tailwindcss-animate ^1.0.7 36 react-window-infinite-loader ^1.0.5 outdated 36 xmljson (==0.2.1) 37 CodeMirror ^5.59.4 outdated 37 deep-equal ^2.0.5 37 django-user_agents (==0.4.0) 37 proper-lockfile ^4.1.2 38 rehype-raw ^7.0.0 39 ordered-set (==4.0.2) 40 mock >=5.1.0 40 prop-types 15.8.1 41 defusedxml (>=0.7.1) 41 jotai-tanstack-query ^0.9.0 outdated 42 clsx ^2.1.1 43 Ant Design Colors 6.0.0 outdated 43 react-virtualized-auto-sizer ^1.0.20 outdated 44 cmdk ^1.1.1 44 django-annoying (==0.10.6) 45 Colorama (>=0.4.4) 45 django-csp (==3.7) 46 @swc/jest 0.6.0 outdated 46 appdirs (>=1.4.3) 46 Bleach (>=6.4.0,<6.5.0) 46 freezegun ~=1.5.1 47 css-minimizer-webpack-plugin ^3.0.2 outdated 47 django-migration-linter (>=5.1.0,<6.0.0) 48 django-rules (==3.4) 50 history ^4.10.1 outdated 52 chroma.js ^2.1.1 outdated 52 ts-node 10.9.1 outdated 53 python-dateutil (>=2.8.1) 53 react-beautiful-dnd ^13.1.1 55 django-storages (==1.12.3) 56 PyYAML (>=6.0.0) 57 react-datepicker ^3.6.0 outdated 57 toml-node ^3.0.0 outdated 57 tslib ^2.3.0 62 djangorestframework-simplejwt (>=5.4.0,<6.0.0) 62 style-loader ^3.3.3 outdated 63 D3.js ^5.16.0 outdated 63 ijson (>=3.4.0,<4.0.0) 64 Jira Python Library ==3.4.1 outdated 64 postcss-loader ^7.3.3 outdated 65 python-json-logger (==2.0.4) 65 React Konva ^17.0.2-0 outdated 65 react-markdown ^10.1.0 66 DOM Testing Library ^10.4.0 66 React Testing Library ^16.3.0 66 django-cors-headers (==4.7.0) 66 django-extensions (==3.2.3) 66 postcss-import ^16.1.0 outdated 67 mini-css-extract-plugin ^2.7.6 67 react-window ^1.8.9 outdated 68 react-joyride ^2.9.3 outdated 68 s3transfer 0.13.0 outdated 69 date-fns ^2.20.1 outdated 69 pytz (>=2022.1,<2023.0) 72 Django-RQ (>=3.1,<3.2) 72 JSONPath ^10.3.0 73 Bandit >=1.7.0 73 css-loader ^6.11.0 outdated 74 babel-loader ^9.2.1 outdated 74 Koa 3.1.2 outdated 74 python-server-sdk (==8.2.1) 74 wheel (>=0.46.3) 75 dotenv ^16.0.3 outdated 76 Radix UI ^1.2.11 76 Radix UI ^1.1.15 76 Radix UI ^1.1.6 76 Radix UI ^1.3.7 76 Radix UI ^1.2.3 76 Radix UI ^1.2.5 76 Radix UI ^1.1.13 76 Radix UI ^1.1.5 76 js-base64 ^3.7.7 76 json-edit-react ^1.29.0 78 drf-spectacular (==0.28.0) 78 tldextract (>=5.1.3) 79 @ant-design/icons 4.8.1 outdated 79 PapaParse ^5.4.1 79 responses 0.13.0 outdated 79 uuid-utils (>=0.11.0,<1.0.0) 79 yargs ^17.7.1 outdated 80 pako ^2.1.0 outdated 81 botocore (>=1.39.3,<2.0.0) 81 Psycopg (>=3.2.0,<4.0.0) 81 pytest-mock 3.14.0 82 django-environ (==0.10.0) 83 attrs (>=19.2.0) 83 class-variance-authority ^0.7.1 83 Jotai ^2.11.3 83 node-html-parser ^6.1.4 outdated 83 pytest-xdist 3.6.1 83 Requests ==2.33.0 outdated 84 cryptography (>=48.0.1) 84 sanitize-html ^2.12.1 85 Chai ^4.3.7 outdated 85 packaging >=24.2 85 ujson (>=5.13.0) 86 Autoprefixer ^10.4.20 86 MobX ^5.15.4 outdated 86 MobX ^6 outdated 86 MobX 2.2.2 outdated 86 nanoid ^3.3.8 outdated 86 psutil 7.0.0 87 fakeredis ~=2.26.1 outdated 87 html-react-parser ^1.2.4 outdated 87 Label Studio SDK @ https://github.com/HumanSignal/label-studio-sdk/archive/54d1aeca71fe7b572c8028e7fe82c4b54457e8f0.zip 87 react-hotkeys-hook ^2.4.0 outdated 88 django-debug-toolbar (==3.2.1) 88 es-toolkit ^1.44.0 88 tailwind-merge ^2.6.0 outdated 89 Konva ^8.1.3 outdated 89 lxml (>=6.1.0) 90 SWC 1.5.7 outdated 90 Tailwind CSS ^4.0.7 90 boto3 (>=1.28.58,<2.0.0) 90 shadcn ^2.1.8 outdated 90 Tailwind CSS 3.4.3 outdated 90 Zod ^3.23.8 outdated 92 TanStack Query ^5.66.0 92 TanStack Query ^4 outdated 92 TanStack Table ^8.21.3 outdated 92 django-rest-framework (==3.15.2) 92 jsdom ~22.1.0 outdated 92 postcss 8.5.10 outdated 92 Pydantic (>=2.9.2) 92 RQ (>=2.6,<2.7) 92 setuptools (>=75.4.0) 93 Cypress 14.5.0 outdated 93 webpack-cli ^5.0.1 outdated 94 @babel/core ^7.29.6 outdated 94 @babel/core ^7.12.13 outdated 94 @babel/core ^7.12.13 outdated 94 @babel/core ^7.18.6 outdated 94 @babel/core ^7.22.5 outdated 94 @babel/core ^7.12.15 outdated 94 @babel/core ^7.12.13 outdated 94 @babel/core ^7.14.5 outdated 94 @babel/core ^7.13.0 outdated 94 @babel/core ^7.26.10 outdated 94 Sentry JavaScript (@sentry/browser) ^8.33 outdated 94 Sentry JavaScript (@sentry/browser) ^8.33 outdated 94 Ant Design ^4.3.3 outdated 94 jest 30.0.5 outdated 94 jest 30.0.5 outdated 94 jest ^29.7.0 outdated 94 React Router ^5.2.0 outdated 94 React Router ^5.2.0 outdated 94 redis-py (>=5.2.1,<5.3.0) 95 Locust ==1.3.2 outdated 95 OpenAI Python SDK (>=1.10.0,<2.0.0) 95 PyArrow (>=23.0.1,<24.0.0) 95 Storybook ^9.1.19 outdated 96 NumPy (>=2.2.6,<3.0.0) 96 pytest 7.2.2 outdated 96 sentry-sdk (>=2.16.0) 96 TypeScript 5.8.3 outdated 97 google-auth (>=3.10.0,<4.0.0) 97 google-auth (>=3.8.0,<4.0.0) 97 React 18.3.1 outdated 97 React DOM 18.3.1 outdated 97 React ^0.10.0 outdated 97 webpack 5.104.1 outdated 98 Azure Storage Blob (>=12.6.0) 98 pandas (>=2.2.3)

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