doccano VS label-studio

Compare doccano vs label-studio and see what are their differences.

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doccano label-studio
13 49
8,871 16,127
2.0% 4.0%
7.4 9.8
23 days ago 2 days ago
Python JavaScript
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

doccano

Posts with mentions or reviews of doccano. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-13.
  • You Can't Have a Free Software AI Stack
    2 projects | news.ycombinator.com | 13 Jul 2023
    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.

  • Text sentiment label agreement
    2 projects | /r/LanguageTechnology | 27 Jul 2022
  • [D] Annotation tool for entity sentiment analysis
    3 projects | /r/MachineLearning | 2 Mar 2021

label-studio

Posts with mentions or reviews of label-studio. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-15.

What are some alternatives?

When comparing doccano and label-studio you can also consider the following projects:

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.

awesome-data-labeling - A curated list of awesome data labeling tools

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.

haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK

Django REST Swagger - Swagger Documentation Generator for Django REST Framework: deprecated

VoTT - Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.

make-sense - Free to use online tool for labelling photos. https://makesense.ai

bravado - Bravado is a python client library for Swagger 2.0 services

coco-annotator - :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

django-admin-interface - :superhero: :zap: django's default admin interface with superpowers - customizable themes, popup windows replaced by modals and many other features.