The open platform for image labeling
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LabelFlow is an open platform for image labeling. Its source is entirely available on this Github repository. You are in charge of your own data and workflows.
LabelBox, Roboflow, v7labs and other Image labeling tools are are awesome. They made our lives massively easier when we needed to label data. However, most tools are very limited in terms of control and customisations.
That's where LabelFlow.ai comes in. Self-hosted or hosted by us. White-label by design. API-driven and ready to be deployed on your own domain. Full control over your images and labels.
Labelflow.ai is the parent company developing LabelFlow, and commercializing a Hosted version.
You can build LabelFlow from source, and serve it from your machine. Read how to deploy it yourself.
- TypeScript: Main programming language of the web app
- ReactJS: View library of the web app
- NextJS: Web framework of the web app
- GraphQL: API, communication between client and server, and service worker
- NodeJS: Javascript runtime for development and production on docker
- Python for the machine learning server
- PyTorch for the machine learning server
LabelFlow officially launched as v.0.1 on 7th of September, however a lot of new features are coming. Watch releases of this repository to be notified for future updates:
You can use our hsoted version now for free, at labeflow.ai.
This guide walks you through the steps needed to run a production-ready version of LabelFlow locally.
Before continuing, please have a look at our License ⬅️.
You need to have below listed softwares installed on your machine to run labelflow.
- ✔️ Git 📦
- ✔️ Node (v15.5.0 or above) 📦
- ✔️ Yarn (v1.22.4 or above) 📦
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Clone the repository on your machine using
git clone https://github.com/labelflow/labelflow.git
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Go into the labelflow folder
cd labelflow
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Install dependencies using yarn
yarn install
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Build the web app
yarn build:web
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Start the web server
yarn start:web
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Open your browser and visit http://localhost:3000.
- The short term road map is on Github https://github.com/labelflow/labelflow/projects/1
- The longer term feature road map is on Canny https://labelflow.canny.io/
LabelFlow sources is entirely available on Github, and LabelFlow is primarily distributed under the terms of the Business Source License (BSL), like our friends at MariaDB, Sentry and CockroachDB.
As they explain very well, the BSL is the closest thing to open source that we can do without being threatened by external companies. LabelFlow source is available on this repository, you can deploy LabelFlow entirely on premises, and you can contribute to LabelFlow here!
See LICENSE for details.
- Discord Community https://discord.gg/sHtanUQA2V
- Website https://labelflow.ai/website
- Twitter https://twitter.com/labelflowai
- LinkedIn https://www.linkedin.com/company/labelflow/
- Facebook https://facebook.com/labelflow-102033695440701