Crowdsourcing
80% of AI project time is spent on aggregating, cleaning, labeling, and augmenting data to executing an AI models. Thus, it is essential to have the right methodology to control quality. With Data-AI’s Crowdsourcing service, we prioritize two most crucial factors that are Quality and Cost-Efficient Scaling.
Crowdsourcing
The right method produce The dream model
The quality of your Machine Learning model depends heavily mainly on the quality of the data used to train it. At Data-AI, we gather thousands of contributors with experience and cultural knowledge from all over the globe to create high-quality datasets for your machine learning applications. Good management system that make it easy for the crowd to contribute high-quality results and you do not want to choose wrong, do you?
Thousands of Contributors
Countries
Languages
Crowdsourcing Community
Process
Methodology
Harness the wisdom of crowds
1. Decomposition
Make task as clear as possible for any contributor to handle by replacing one large problem with problems that are smaller and easier to solve.
2. Instruction
The quality of the responses depends largely on the clarity and completeness of the instructions. The more understandable the instructions, the higher quality the results.
3. Interfaces
By applying the principle UX design, the task interface is designed in a convenient and helpful for contributors to minimize mistake as much as possible.
4. Quality Control
Various quality control methods allow us to manage the crowd to act on project goals. The higher the quality of contributors, the less useless data and overrun budget.
5. Pricing
Setting an optimal price for each particular task is an important step when designing projects. Each task price will most suitable with the quality of individual contributors.
6. Results
After the pool is finished, carefully check statistics and track metrics to analyze which aspects you could improve.
Ethics for the strong community
The core of a successful model is the contributors behind it
At Data-AI, we care for the well-being of our contributors by bring them Opportunities, Freedom, Privacy, and Support.
01. Opportunites
Our platform is built to gather people of all different backgrounds and skillsets who want to generate an additional income.
02. Freedom
Our contributors are free to pick which task they prefer to do at anything, anywhere by using only their phone or their laptop.
03. Privacy
It's our first priority to keep the privacy for our contributors. Any data collected about the contributors is only for the purpose of the project.
04. Support
Contributors can always get help from our 24/7 support center and direct contact with project requesters to make sure they are on the right track.
Our Company by Number
They Trust Us
Consistence and relentlessness are the core values we used to create a strong sense of collective identity. And that’s what make us stand out from the competition.
Years Experience
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