Baserow VS label-studio

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

Baserow

Open source no-code database and Airtable alternative. Create your own online database without technical experience. Performant with high volumes of data, can be self hosted and supports plugins (by bramw)
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Baserow label-studio
45 49
- 16,469
- 4.5%
- 9.8
- about 9 hours ago
Python,JavaScript JavaScript
MIT 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.
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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.

Baserow

Posts with mentions or reviews of Baserow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-30.

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.
  • First 15 Open Source Advent projects
    16 projects | dev.to | 15 Dec 2023
    14. LabelStudio by Human Signal | Github | tutorial
  • Exploring Open-Source Alternatives to Landing AI for Robust MLOps
    18 projects | dev.to | 13 Dec 2023
    For instance, the COCO Annotator is a web-based image annotation tool tailored for the COCO dataset format, allowing collaborative labeling with features like attribute tagging and automatic segmentation. Similarly, Label Studio offers an easy-to-use interface for bounding box object labeling in images.
  • FLaNK Stack Weekly for 14 Aug 2023
    32 projects | dev.to | 14 Aug 2023
  • 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.

  • Label Studio: Open-Source Data Labeling Platform
    1 project | news.ycombinator.com | 4 Jun 2023
  • Best (quickest) way to annotate images for whole-image classification?
    2 projects | /r/learnmachinelearning | 21 May 2023
    LabelStudio is free for single use. https://labelstud.io/
  • Label Studio – Free multi-type data ML labeling and annotation tool
    1 project | news.ycombinator.com | 14 May 2023
  • Way to label yolov7 images fast
    3 projects | /r/computervision | 9 May 2023
    LabelStudio is pretty nice, and free & open source, but I have yet to try out their ML integration with a YOLO object detection model.
  • image labeling online Tools
    1 project | /r/u_Exciting_Ad_841 | 27 Apr 2023
    Label Studio is an open source data labeling tool that includes annotation functionality. It provides a simple user interface (UI) that lets you label various data types, including text, audio, time series data, videos, and images, and export the information to various model formats.
  • Preprocessing data for CNN tips?
    1 project | /r/deeplearning | 10 Feb 2023
    I’m fairly new to deep learning and learning as I got so sorry if this is very basic, but I’m working on a model for detecting invasive coconut rhinoceros beetles destroying palm trees using drone photography. The 1080p photos I’m given were taken 250ft AGL and were cropped into equal size smaller images with some having one or more palm trees and some having none. Im using I’m using labelStudio to generate the XML files that point to their jpg counterparts path.

What are some alternatives?

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

nocodb - 🔥 🔥 🔥 Open Source Airtable Alternative

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. [Moved to: https://github.com/cvat-ai/cvat]

Directus - The Modern Data Stack 🐰 — Directus is an instant REST+GraphQL API and intuitive no-code data collaboration app for any SQL database.

doccano - Open source annotation tool for machine learning practitioners.

seatable - SeaTable: easy like a spreadsheet, powerful like a database. Unlimited rows in a single base.

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

Metabase - The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum:

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.

logseq - A local-first, non-linear, outliner notebook for organizing and sharing your personal knowledge base. Use it to organize your todo list, to write your journals, or to record your unique life.

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.

superset - Apache Superset is a Data Visualization and Data Exploration Platform

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