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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
14. LabelStudio by Human Signal | Github | tutorial
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Project mention: How SingleFile Transformed My Obsidian Workflow | news.ycombinator.com | 2024-01-26
That's interesting. I have been saving articles as PDF files, which is browser-independent, but useful just for search and reference, a nuisance to quote/copy-and-paste.
If I search only the computer, I don't get results from EBay and Amazon at the top. The idea of keeping the knowledge base separate from the primary notes is a good idea. In my case, that knowledge base is the file system, and the primary notes are whatever I choose.
When I was using Evernote, the inbox was the knowledge base and notebooks were the focus. I just had too many different potential projects going on to manage this well.
Looking to focus.
I'll revisit Firefox and SingleFile.
Explanation of the zip file inside.
https://github.com/gildas-lormeau/SingleFile/blob/master/faq...
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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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labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Project mention: labelme VS anylabeling - a user suggested alternative | libhunt.com/r/labelme | 2023-04-15 -
cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13Another powerful resource is CVAT, the Computer Vision Annotation Tool which supports both image and video annotations with advanced capabilities such as interpolation of shapes between frames, making it highly suitable for computer vision.
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Project mention: Seeking Advice on the Best Swagger Generation Approach for REST API | /r/golang | 2023-12-05
Hey Gophers, I'm exploring Swagger generation for a REST API in Go (using go-chi). Currently, I'm testing https://github.com/swaggo/swag/, but I'm uncertain if it's the optimal solution. What are your thoughts or recommendations?
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cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Project mention: [Research] Detecting Annotation Errors in Semantic Segmentation Data | /r/MachineLearning | 2023-11-05We have feely open-sourced our new method for improving segmentation data, published a paper on the research behind it, and released a 5-min code tutorial. You can also read more in the blog if you'd like.
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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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picocli
Picocli is a modern framework for building powerful, user-friendly, GraalVM-enabled command line apps with ease. It supports colors, autocompletion, subcommands, and more. In 1 source file so apps can include as source & avoid adding a dependency. Written in Java, usable from Groovy, Kotlin, Scala, etc.
Picocli allows using a compiler annotation processor to generate classes at compile time instead [0].
[0]: https://github.com/remkop/picocli/blob/main/picocli-codegen/...
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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.
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.
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express-typescript-boilerplate
A delightful way to building a RESTful API with NodeJs & TypeScript by @w3tecch
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I am using sequelize. Works decent. https://github.com/sequelize/sequelize-typescript
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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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entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
There is of course the list at https://github.com/juand-r/entity-recognition-datasets, but all of the recent English datasets cover other domains of English, such as the music NER, space NER, etc. All interesting things, but not 2020s English newswire.
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waveform-playlist
Multitrack Web Audio editor and player with canvas waveform preview. Set cues, fades and shift multiple tracks in time. Record audio tracks or provide audio annotations. Export your mix to AudioBuffer or WAV! Add effects from Tone.js. Project inspired by Audacity.
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refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
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dokieli
:bulb: dokieli is a clientside editor for decentralised article publishing, annotations and social interactions
Project mention: Dokieli – Editor for Decentralised Article Publishing | news.ycombinator.com | 2023-07-22 -
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Check out marginalia[1]. Whenever you press M-x, it will pop up a buffer showing all the commands (with most recent ones on top) along with their keybindings and a brief description of what they do.
Embark[2] is also cool. It will show all the possible commands relevant to where the cursor is at that moment. I bind it to C-c a.
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A note from our sponsor - SaaSHub
www.saashub.com | 28 Mar 2024
Index
What are some of the best open-source Annotation projects? This list will help you:
Project | Stars | |
---|---|---|
1 | label-studio | 16,127 |
2 | SingleFile | 13,375 |
3 | labelme | 12,135 |
4 | cvat | 11,210 |
5 | swag | 9,633 |
6 | cleanlab | 8,125 |
7 | swoft | 5,583 |
8 | picocli | 4,673 |
9 | Memex | 4,307 |
10 | express-typescript-boilerplate | 3,182 |
11 | sequelize-typescript | 2,726 |
12 | diffgram | 1,781 |
13 | easydeviceinfo | 1,752 |
14 | entity-recognition-datasets | 1,425 |
15 | waveform-playlist | 1,410 |
16 | refinery | 1,353 |
17 | Mixin | 1,304 |
18 | Cluster | 1,261 |
19 | projects | 1,232 |
20 | ggtree | 791 |
21 | dokieli | 773 |
22 | kotshi | 749 |
23 | marginalia | 687 |