We are currently in public Beta, Please sign up below for updates.
Innovations
Unbiased is innovating to solve many of the current problems in the Artifical Intelligence & Machine Learning industry such as Transparency, Bias and Quality of Training Data. Unbiased Data Marketplace platform will act as a gateway to Data Annotations, knowledge sharing, collaborations & futuristic innovation.
Transparency
Today, most of the dataset generation tools for training
supervised ML and AI algorithms are centralized. There is no
transparency in the process.
Solution:
Unbiased Data Marketplace addresses the issues of
transparency by using Telos Blockchain technology. On our platform,
all requesters can monitor and validate if the dataset annotations
are happening according to the set requirements. Every worker
reputation is also recorded on the blockchain.
Quality of Training Data
One of the important issues with annotated datasets is
quality assurance. In addition to that Humans make mistakes and are
not efficient at annotating difficult tasks like Video Annotations and
Pixel level annotations.
Solution:
Unbiased Annotation Engine takes advantage of both
Human and Machine annotations to make sure the quality data is
great. The combined approach improves the overall quality of
datasets and improves efficiency.
Bias in Training Data
Human Bias is a serious issue in training datasets for
Machine Learning and AI algorithms. The algorithms today are used
in many critical situations and even in life-threatening scenarios, so
limiting the bias is a requirement.
Solution:
Unbiased Data Marketplace address the issue of bias in
training datasets with its unique approach and automation tools
helping companies. In addition, Unbiased solution is transparent as
all the events are recorded on the blockchain.
Low Worker Pays
Human Data Annotators don’t get paid well and is not a
mainstream job as well. The annotation platforms today don’t pay
the workers even minimum wages and its bad, also a reason for poor
quality datasets.
Solution:
Unbiased Data Marketplace goal is to make the Data
Annotation a fun process and aimed to attract workers from various
professions. To achieve our goal Unbiased is determined to pay the
workers average minimum wages or even more in a transparent
fashion.
Bots & Spam accounts
The other big issues in Human Data Annotation platforms
is spam and bot accounts. Many pieces of research have been
performed on platforms like Amazon MTurk and concluded that bots
have a huge impact on quality.
Solution:
Unbiased Data Marketplace offers verified accounts and
regular verification steps to avoid Bots & Spam accounts on the
platform. Our Data Annotation Engine is integrated with AI-based
spam recognition models to detect anomalies.
Algorithms are only as good as the data they are trained on
We provide multiple Signup and Login options to our users. Our goal is to make sure that the real users can take advantage by the ease of onboarding.
Introduction
2
This is where we get to know about you and you will get to know about the platform. You will have a preview of different features and functionalities.
Start Working on Tasks
3
On dashboard you will have numerous tasks which you can start contributing and earning rewards. Example Task Types: Street Sign Image Collection from Italy or What does this image text say or What is your sentiment on this statement?
Start Earning
4
Finish the tasks in time and start earning money for your contributions.
Like to Earn More?
5
We will have a variety of tasks both simple and complex ones focused on building Artificial Intelligence and Machine Learning algorithms. So we encourage you to finish necessary skill tests to gain powers which can be used to unlock more tasks. More Powers = More Tasks = More Rewards💶 💵💷💴
Like Us & Share About Us
6
Thats's it! Now you have achieved the Master Skills and Rewards, it's time to spread the word and be part of the data revolution.
Login/SignUp
1
We provide multiple Signup and Login options to our customers. Our goal is to make sure that you can take advantage with the ease of onboarding.
Introduction
2
This is where we get to know about you and you will get to know about the platform. You will have a preview of different features and functionalities. We support both Organisations and Individuals who want to use the platform to acquire a dataset.
Choose a Subscription Type
3
We provide you with the flexibility to choose from multiple subscription options. You can either choose On-Demand Type or more Predicatable Type subscription models based on your requirements.
Create a Project
4
We undestand the complexity of specifying requirements so we made it simple for you. You can create a project by choosing a template based on your requirements and follow the step-by-step guidelines. If you are a more advanced user, you can take advantage of our API Documentation and Gateway to automate the process. If you still need help our Sales and Support teams are ready to help you.
Invite your Team
5
What good is an application if your team can't collaborate in one place right? - Exactly, you can use our platform to invite your teams and set their respective user roles. This will also help you to organize the billing and monitor the usage under one view.
Your Transparent & Quality Datasets are now Ready!
6
It's time! Your dataset is now ready and you can start using it to disrupt the world. In addition you can take advantage of our dataset insights or you can now show to the rest of the world that this dataset is created in a transparent way with blockchain proofs.
Share Knowledge and Inspire Younger Generation
7
What good is the knowledge when its kept secret. We encourage you to share your knowledge and inspire the younger generation to innovate for the better of society. Take advantage of our features like Forums, Competitions and Marketplace.
Data Marketplace A Crowd-Sourced Solution
Global Workforce
Being Unbiased is all about bringing diversity into the datasets. Our Global Workforce can bring Unbiased contributions to help you innovate the next disrupting application on the Internet.
Blockchain Proofs
Using our platform services means transparency along the way. We use Telos Blockchain Network to ensure that the whole process of data collection and annotation are transparent. This will completely eliminate the need to trust 3rd party organisations.
Datasets
Unbiased Data Marketplace offers wide range of services in regards to datasets. Request a dataset on the platform and get it delivered in a transparent way.
AI Supervised
We use a combination of AI and Human Intelligence to help you get the data annotations quickly and also to ensure quality of the annotations.
Pre-Processing
Datasets are pre-processed using automated processes to ensure better quality.
Empowers People
It's all about empowering people. Unbiased Data Marketplace is an open platform which is focused on empowering people with knowledge, innovation and quality wages in a transparent way.
Quality
Quality is of utmost important in a dataset which has many implications. We use various checks and balances to ensure that the quality of a dataset is of top-grade.
