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Top 23 Annotation 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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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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hyperf
🚀 A coroutine framework that focuses on hyperspeed and flexibility. Building microservice or middleware with ease.
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Memex
Browser extension to curate, annotate, and discuss the most valuable content and ideas on the web. As individuals, teams and communities.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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IOC-golang
一款服务于 Go 开发者的依赖注入框架,方便搭建任何 Go 应用。 A Golang depenedency injection framework, helps developers to build any go application.
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open-semantic-search
Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)
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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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onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
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errant
ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
14. LabelStudio by Human Signal | Github | tutorial
Project mention: Free and privacy-friendly screen recorder with no limits | news.ycombinator.com | 2024-01-10
I think WorldBrain (https://github.com/WorldBrain/Memex) promises this. While I'm also excited by the idea, I think there was some reason why I ended up not using it.
The original website (I assume your project is fork?) shows proper attribution in the screenshot/video https://github.com/alyssaxuu/mapus
Project mention: Doing a project on an Audio to MIDI Converter, any help is appreciated | /r/learnprogramming | 2023-05-28Aubio is a good library for working with audio and midi: https://aubio.org/
Project mention: Some might not see how much work is/was to maintain xorg server | news.ycombinator.com | 2023-11-29can also be used in non-KDE X11 desktop environments.
which doesn't really explicitly say much, and in fact the only tool I could find that claimed to be able to support everything was ksnip, which seems to work fine with wlroots but beyond that https://github.com/ksnip/ksnip#known-issues outlines the situation well enough; KDE is at least only temporarily broken, but GNOME isn't going to improve because GNOME did that on purpose. Now, that readme says you can use xdg-desktop-portal, but I have a GNOME+Wayland machine on hand, and I couldn't get it to actually work. I think what's supposed to happen is that every time I do a screenshot it prompts for permission, which I wanted to verify so I could complain that that was totally unreasonable, but what actually happens is that it just fails, which is... not better. Oh, and while searching for solutions to that I found flameshot, but that just refuses to even run. So... maybe someday the portal solution will work; in the meantime, I feel comfortable describing the situation as Wayland not having a uniform working way of taking screenshots.
[0] In particular, so we can avoid the situation from X11 where a load of drawing primitives are baked in that nobody has any use for anymore.
For any Neovim users, I highly recommend danymat/neogen. It's fast, works with Neovim's treesitter integration, and is written with Lua so scripting and extending it is pretty easy. Python support in particular is great.
Project mention: Need a better way to organize documents in massive nas | /r/DataHoarder | 2023-07-06documents, pdf's - https://opensemanticsearch.org
Project mention: Given the rise of LLMs, is a toolkit like ERRANT still relevant? | /r/LanguageTechnology | 2023-12-10ERRANT automatically annotates parallel English sentences with error type information.
Annotation related posts
- Free and privacy-friendly screen recorder with no limits
- Given the rise of LLMs, is a toolkit like ERRANT still relevant?
- Google Sidewiki
- Label Studio: Open-Source Data Labeling Platform
- Best (quickest) way to annotate images for whole-image classification?
- Label Studio – Free multi-type data ML labeling and annotation tool
- Way to label yolov7 images fast
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source Annotation projects? This list will help you:
Project | Stars | |
---|---|---|
1 | label-studio | 16,469 |
2 | screenity | 10,385 |
3 | hyperf | 5,938 |
4 | Memex | 4,329 |
5 | awesome-data-labeling | 3,453 |
6 | mapus | 3,256 |
7 | aubio | 3,172 |
8 | h | 2,881 |
9 | ksnip | 1,879 |
10 | diffgram | 1,796 |
11 | IOC-golang | 1,182 |
12 | neogen | 1,136 |
13 | open-semantic-search | 905 |
14 | gromit-mpx | 898 |
15 | onepanel | 696 |
16 | live-draw | 638 |
17 | client | 619 |
18 | 3d-bat | 576 |
19 | labelCloud | 524 |
20 | errant | 410 |
21 | bakta | 389 |
22 | awesome-open-data-annotation | 378 |
23 | bbox-visualizer | 374 |
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