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Top 23 annotation-tool Open-Source Projects
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label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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argilla
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
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Universal Data Tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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diffgram
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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gromit-mpx
Gromit-MPX is an on-screen annotation tool that works with any Unix desktop environment under X11 as well as Wayland.
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xtreme1
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
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DataTurks
ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
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SaaSHub
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If instead you have a cohort on hand — -i.e., you do not want to send your data to a third party for any reason, or perhaps you have energetic undergrads — -then you could alternatively consider local, open-source annotation such as CVAT and Label Studio. Finally, nowadays, you might instead work with Large Multimodal Models to have them annotate your data; more on this awkward angle later.
Project mention: Free and privacy-friendly screen recorder with no limits | news.ycombinator.com | 2024-01-10
Huh?
I wrote my own system for classifying a stream of texts in Python, I might Open Source it one of these days but I have to get it to the point where it is modular enough that I can customize it to do the particular things I want without subjecting people to my whims... I use it every day and I'm not afraid to demo it because it is rock solid.
My understanding is that my system would not be hard to adapt to work on images for certain kinds of tasks.
Pytorch is open source, Huggingface is open source. CUDA isn't. This is
https://labelstud.io/
and for annotating text spans there are so many open source tools
https://github.com/doccano/doccano
I worked for a company a few years back that built annotation tools for projects we sold to customers but never quite got to a polished general purpose annotator. Today there are an overwhelming number of companies in this space and products I never heard of, many of which are cloud based or paid. Looks like a gold rush to me.
Project mention: Open-Source Data Collection Platform for LLM Fine-Tuning and RLHF | news.ycombinator.com | 2023-06-05I'm Dani, CEO and co-founder of Argilla.
Happy to answer any questions you might have and excited to hear your thoughts!
More about Argilla
GitHub: https://github.com/argilla-io/argilla
I think swappy works great as a screenshot annotation tool.
Both frameworks also support code blocks with syntax highlighting. Docusaurus uses prism-react-renderer for theming, while Starlight uses an Astro package called expressive-code to control customizations.
Hey HN! I'm super excited to share Markup with you, which is a totally free & open-source annotation tool that helps you transform unstructured text (e.g. news articles) into structured data that you can use for building, training, or fine-tuning ML models!
Check it out: https://github.com/samueldobbie/markup
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
annotation-tool related posts
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Annotation is dead
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Remote Work 2.0: The Tools, Trends, and Challenges of the Post-Pandemic Work Era
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You Can't Have a Free Software AI Stack
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Label Studio: Open-Source Data Labeling Platform
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Best (quickest) way to annotate images for whole-image classification?
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Show HN: An annotation tool for ML and NLP
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Label Studio – Free multi-type data ML labeling and annotation tool
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A note from our sponsor - SaaSHub
www.saashub.com | 4 May 2024
Index
What are some of the best open-source annotation-tool projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | label-studio | 16,546 |
| 2 | screenity | 10,522 |
| 3 | doccano | 8,996 |
| 4 | awesome-data-labeling | 3,480 |
| 5 | argilla | 3,122 |
| 6 | Universal Data Tool | 1,893 |
| 7 | diffgram | 1,800 |
| 8 | swappy | 910 |
| 9 | gromit-mpx | 898 |
| 10 | xtreme1 | 729 |
| 11 | expressive-code | 416 |
| 12 | labelbee-client | 374 |
| 13 | recogito-js | 338 |
| 14 | hover | 314 |
| 15 | truvari | 291 |
| 16 | ybat | 260 |
| 17 | DataTurks | 255 |
| 18 | markup | 231 |
| 19 | deeplabel | 204 |
| 20 | awesome-annotation-tools | 180 |
| 21 | auto_annotate | 148 |
| 22 | gw | 132 |
| 23 | open-cravat | 106 |
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