Data Annotation Services

iMerit offers high-quality data annotation services to help deploy AI and Machine Learning in Medical AI, Finance & Insurance, Government, and other industries

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WHAT IS DATA ANNOTATION

What is Data annotation?

Data annotation is the process of labeling unstructured data/information for the purpose of training Machine Learning models. A vast amount of raw data exists all around us, in the form of emails, cellphone images, and videos, or speech recordings, and in different formats including images, video, text, and audio. When appropriately labeled, this data is used to help Machine Learning models identify relevant objects, sounds, or words, and thereafter perform autonomous operations like driving, speaking, or assisting diagnostics, to name a few common applications.

 Types of Data annotation

iMerit provides various data annotation services that cater to a client’s project needs. Common workflows include text annotation, video annotation, audio annotation, and image annotation. iMerit’s team works with the client to calibrate their quality and throughput requirements and builds custom processes to support client needs.

INDUSTRIES USING ANNOTATION TODAY

Data annotation
process

1
EXPERT CONSULTATION

Transformative, solution-based approach. Interdisciplinary Data Annotation problem solving. Agility and responsiveness, Time-To-Value enhancers.

2
TRAINING

Targeted resources. Custom skilling. Focused and deep microlearning curriculum. Domain expertise. Rostering tools.

3
WORKFLOW CUSTOMIZATION

Alignment of Data Annotation tools and processes. Structured Development Milestones. Two-step production and QA annotation workflows.

4
FEEDBACK CYCLE

Transparency via analytics. Real Time Monitoring and Service Delivery Insights. Edge case Insights. Dynamic Model Improvement.

5
EVALUATION

Assessment of deliverable. Appraisal of key metrics, quality control processes. Model reconsideration. Analysis of business outcome.

Data annotation use cases

TEXT ANNOTATION SOLUTION FOR TAXATION DATA

DATA ANNOTATION SOLUTION FOR TAXATION DATA

CrowdReason has huge volumes of taxation data from its client base. These data vary across geographies, and tax jurisdictions, that need to be processed and structured quickly and accurately. iMerit’s experts have developed a workflow to break down the data extraction process into smaller tasks. These tasks are tackled by iMerit’s trained text annotation teams.
“iMerit was and continues to be, an invaluable partner for us. They provided us with accurate data early on, which helped us get up and running with the development of our tax property software.”– Brandon Van Volkenburgh, CTO & Co-founder, CrowdReason

DATA ANNOTATION FOR SPORTS AI

iMerit has developed a customized end-to-end workflow for its engagement with KinaTrax, leveraging its proprietary tools and technology as well as the expertise of its experienced Computer Vision teams. Our expert labelers extract still images from in-game video footage of the players captured from numerous angles. The images are annotated precisely based on KinaTrax’s requirements.

“iMerit’s data annotation services enable us to build accurate models for hundreds of MLB pitchers and turn these models into actionable insights. We look forward to working with iMerit for seasons to come!” – Steven Cadavid, President, Kinatrax

DATA ANNOTATION FOR SPORTS AI

DATA ANNOTATION IN NUMBERS

250

Mn

Data Points

5500

Data experts

95

%

Accuracy

WE PROVIDE DATA ANNOTATION SERVICES TO AI LEADERS

Get started with Data Annotation

The need for speed in high-quality Data annotation has never been greater. iMerit combines the best predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.

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