Pybossa
Pybossa is an open source crowdsourcing framework written in Python that allows you to create crowdsourcing projects to get humans to help with tasks that computers find difficult, like image labeling or transcription. It has integration with Amazon Mechanical Turk.
crowdsourcing
human-computation
microtasks
open-source
Pybossa: Open Source Crowdsourcing Framework
Pybossa is an open source crowdsourcing framework written in Python that allows you to create crowdsourcing projects to get humans to help with tasks that computers find difficult, like image labeling or transcription. It has integration with Amazon Mechanical Turk.
What is Pybossa?
Pybossa is an open-source crowdsourcing framework written in Python that enables users to create and manage crowdsourcing projects. It allows you to leverage human intelligence to perform tasks that are difficult for computers, such as image labeling, classification, transcription, geocoding, and more.
Some key features of Pybossa include:
- Simple creation of microtasks that can be completed by anonymous web users.
- Integration with Amazon Mechanical Turk to distribute tasks.
- Analysis tools to validate responses and identify high quality contributors.
- Flexible user account system with password login or via social media sites.
- Real-time progress indicators and tracking for projects and users.
- API access to integrate Pybossa with other applications.
- Responsive web-based dashboard with charts and statistics.
- Open source under the AGPL license.
Overall, Pybossa is designed to streamline and simplify crowdsourcing to harness human capabilities at scale. Its key advantage over alternatives is the extensive features tailored for crowdsourcing along with the open source nature allowing customization.
Pybossa Features
Features
- Web-based crowdsourcing platform
- Allows creating microtasks for humans to complete
- Integration with Amazon Mechanical Turk
- Real-time task progress tracking
- User account management
- Task redundancy and validation
- Data export
- Open source and self-hosted
Pricing
- Open Source
Pros
Free and open source
Active development community
Good for small to mid-sized projects
Flexible and customizable
Integrates human and computer intelligence
Supports multimedia microtasks
Cons
Limited scalability compared to proprietary platforms
Steeper learning curve than turnkey SaaS options
Requires hosting and tech skills for setup/management
Smaller worker pool than commercial platforms
Less task analysis/optimization than enterprise platforms
Official Links
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