Top 6 Python Crowdsourcing Projects

cleanlab

69 8,592 9.4 Python

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 | 2023-11-05

We 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.

Weblate

11 4,215 10.0 Python

Web based localization tool with tight version control integration.

Project mention: Just launched Secrets 4 - A Password Manager with sharing on iCloud | /r/macapps | 2023-05-31

For translations I can recommend you to use sites such as Crowdin, OneSky, Transifex, Weblate. Lot of smaller (singe or small team) developers are handling translations with the help of their users. You would be surprised how easy and how fast it is to manage translations at no (or nearly) cost this way. There is a lot of users willing to help to translate the app to their native languages.

WorkOS

workos.com sponsored

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.
communitynotes

7 1,326 8.7 Python

Documentation and source code powering Twitter's Community Notes

Project mention: Meta could pull off the most extraordinary pivot in tech history | news.ycombinator.com | 2023-12-31

it's neither of those which leads to your own lack of knowledge of the system.
you can see the source code of the algorithm here:
https://github.com/twitter/communitynotes

pybossa

1 732 0.0 Python

PYBOSSA is the ultimate crowdsourcing framework (aka microtasking) to analyze or enrich data that can't be processed by machines alone.
concordia

3 151 9.4 Python

Crowdsourcing platform for full text transcription and tagging. https://crowd.loc.gov
turkle

1 140 5.2 Python

Django-based clone of Amazon's Mechanical Turk service running in your local environment.

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).