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DANONE
MARS
HENKEL
PEPSICO
GRID DYNAMICS
SCHWARZKOPF
DANONE
MARS
HENKEL
PEPSICO
GRID DYNAMICS
SCHWARZKOPF
AI and Data
Premium Quality

High-Quality Data for AI Training

We label data quickly, efficiently, and with 99.9% accuracy through our multi-stage quality control process.

99.9%
Accuracy
30+
Projects
Try Our Service Free test dataset
AI Technology
Data Annotation
Computer Vision

Do You Recognize These Problems?

These are the critical challenges that teams face every day when working with data annotation. Sound familiar?

Annotation Consumes 80% of Budget & Time

Instead of developing models, your team spends months organizing annotation.

Different Annotators Label the Same Data Differently

Inconsistency reduces model accuracy even before training.

QA Requires Constant Resources

Quality control never ends, but there aren't enough people for it.

Cannot Scale Without Losing Quality

More annotators = lower data consistency.

Managing a Distributed Team is a Nightmare

Time zones, quality control, communication, cultural barriers.

No Expertise for Complex Cases

Medical images and industrial defects cannot be annotated by everyone.

Pilot Launched but Real Accuracy is Unknown

Without ground truth, it's impossible to measure performance. Validation is expensive and slow.

Data Drift Kills Models in Production

Real data differs from training data. The model degrades invisibly.

Data Privacy & Security Limits Your Options

GDPR, HIPAA — crowdsourcing is impossible, internal team can't cope.

We Solve All These Problems
Our Advantage

5-Stage Quality Control

Multi-level validation process ensuring 99.9% accuracy

01

Double Annotation

Two independent specialists annotate the same data using proven tools and methodologies.

02

Cross-Validation

Results are automatically compared. AI system identifies discrepancies and highlights areas requiring attention.

03

Expert Review

Senior specialist reviews complex cases and resolves discrepancies identified in previous stages.

04

Automated Quality Check

ML models check consistency, search for anomalies and error patterns across the entire dataset.

05

Final Audit

Quality Assurance team performs final checklist verification, guaranteeing 99.9% accuracy delivery.

Quality Guaranteed


Why Choose Us

Why Clients Choose DataSet

We deliver excellence through precision, speed, and dedicated support that scales with your needs.

99.9%+ Accuracy

Industry-leading precision with multi-layer quality assurance and expert validation.

Quick Onboarding

Projects launched in days, not weeks. Rapid deployment with dedicated setup teams.

Full Transparency

Real-time progress tracking with detailed reporting and milestone visibility.

Flexible & Scalable

From pilots to production. Seamlessly scale from hundreds to millions of annotations.

Dedicated Project Manager

One contact from start to finish. Personalized support throughout your project lifecycle.

Data Privacy & Security

Enterprise-grade security with NDA protection and secure data handling protocols.



Quality & Comparison

How We Compare

DataSet makes it easier to manage high-quality annotation infrastructure

Crowdsourcing

Distributed workforce

Accuracy
Low–Medium
Speed
Fast (variable)
Cost
Low
Scalability
Medium
Transparency
Limited
Recommended

DataSet

Professional service

Accuracy
High (99.9%+)
Speed
Fast (days)
Cost
Balanced
Scalability
High
Transparency
Full
Get Started

Internal Teams

In-house workforce

Accuracy
Medium
Speed
Slow (weeks)
Cost
High
Scalability
Low
Transparency
High

Ready to modernize your AI data pipeline?

Book a Meeting
What We Do

Data Annotation Services

Image Annotation

Classification, segmentation, object detection for computer vision models.

  • Bounding boxes
  • Semantic segmentation
  • Keypoint annotation

Text Processing

NER, text classification, sentiment analysis, dialogue annotation.

  • Entity recognition
  • Intent classification
  • Sentiment labeling

Video Labeling

Object tracking, temporal segmentation, action recognition.

  • Frame-by-frame annotation
  • Activity recognition
  • Event detection

Audio Data

Transcription, speech annotation, sound classification.

  • Speech-to-text
  • Speaker identification
  • Audio tagging

ML Solutions

Full cycle data preparation for training machine learning models.

  • Data collection
  • Data cleaning
  • Dataset validation

Quality Control

Multi-level verification and validation of annotated data.

  • Accuracy verification
  • Consistency check
  • Error correction


What We Do

End-to-End Annotation Services

From object detection to identification of thousands of items, our team delivers reliable annotation at scale

Bounding Box

Bounding boxes are ideal for object detection tasks, marking rectangular regions around target objects. Our team ensures pixel-accurate labeling for everything from vehicles to retail products. Perfect for training models that need clear, consistent object boundaries.

  • Pixel-accurate rectangular regions
  • Multi-class object detection
  • Fast turnaround time
Bounding Box Annotation

Cuboid Annotation

Our experts will help you create a dataset by accurately detecting the necessary objects with cuboid annotation. Ideal for 3D object detection in autonomous driving, robotics, and AR/VR applications.

  • 3D spatial understanding
  • Depth and perspective annotation
  • Autonomous vehicle ready
Cuboid 3D Annotation

Polygon Annotation

Our experts will help you create a dataset by accurately detecting the necessary objects with polygon annotation. Perfect for irregular shapes and objects with complex boundaries.

  • Precise boundary definition
  • Complex shape annotation
  • Medical imaging compatible
Polygon Annotation

Classification

Our experts will help you create a dataset by accurately classifying the necessary objects. From binary to multi-class classification, we handle projects of any complexity.

  • Multi-label support
  • Hierarchical taxonomies
  • Quality consistency checks
Classification Annotation

Semantic Segmentation

Our experts will help you create a dataset by accurately detecting the necessary objects with semantic segmentation. Every pixel is classified, providing comprehensive scene understanding.

  • Pixel-level precision
  • Scene understanding
  • Medical & satellite imagery
Semantic Segmentation

Keypoint Annotation

Our experts will help you create a dataset by accurately detecting the necessary objects with keypoint annotation. Essential for pose estimation, facial recognition, and gesture analysis.

  • Pose estimation ready
  • Facial landmark detection
  • Skeletal tracking
Keypoint Annotation

Line Annotation

Our experts will help you create a dataset by accurately detecting the necessary objects with line annotation. Perfect for lane detection, boundary marking, and path planning applications.

  • Lane detection
  • Road boundary marking
  • Path planning support

Video Annotation

Our experts will help you create a dataset by accurately annotating videos. Track objects across frames, annotate temporal events, and label complex actions with frame-by-frame precision.

  • Object tracking
  • Action recognition
  • Event detection
Video Annotation
Our Experience

Project Examples

Sample projects we've completed across different industries and use cases

DANONE
MARS
HENKEL
PEPSICO
GRID DYNAMICS
SCHWARZKOPF
DANONE
MARS
HENKEL
PEPSICO
GRID DYNAMICS
SCHWARZKOPF
Quality control chips production line

AI Defect Detection for Chips Production

Detect visual defects in chips on production lines - automated detection of cracks, burns, discoloration, and other quality issues to maintain product standards.

Key Features:
  • Real-time Processing
  • Performance Analytics
  • 22 Defect Sub-Classes
High Complexity: Requires knowledge of food defect standards and consistent labeling accuracy
250K+
Images
94%
Defect Reduction
99.8%
Accuracy
Retail shelf with products

Product Recognition on Retail Shelves

Comprehensive labeling of retail shelves for brand monitoring, compliance checking, and automated inventory systems across retail environments.

Key Features:
  • Planogram Verification
  • Stock Monitoring
  • 920+ Unique SKU
Medium Complexity: Accurately distinguishing and labeling densely packed or visually similar products
180K+
Images
920
Unique SKU
97%
Recognition Rate
Basketball game action

Real-Time Game Analytics & Player Tracking

Frame-by-frame annotation of player movements, ball tracking, and tactical events for advanced sports performance analysis and broadcasting enhancements.

Key Features:
  • Player Pose Estimation
  • Ball Trajectory Tracking
  • 30 FPS Real-time Processing
Very High Complexity: Fast-paced action with occlusions, multiple simultaneous objects, and precise temporal annotations
5,000+
Hours
2.4M
Frames
30 FPS
Tracking Rate
City traffic and vehicles

License Plate Recognition for Traffic Management

Multi-format license plate detection across global standards for intelligent traffic management, parking automation, and law enforcement applications.

Key Features:
  • Multi-country Support
  • OCR Integration
  • 45 Format Standards
High Complexity: Variable lighting, angles, weather conditions, and diverse international plate formats
1.2M+
Images
45
Countries
99.3%
Accuracy
Simple & Transparent

How We Work

01

Consultation

Requirements analysis & project discussion

30 min
Online
02

Free Pilot

Test dataset creation at no cost

100 samples
Free
03

Annotation

5-stage quality control process

99.9%
Team
04

Delivery

Ready data in your format

Format
Secure
Data Formats

Supports All Standard Formats

We deliver annotations in the format that works best for your ML pipeline

COCO JSON

Standard for object detection and segmentation tasks

YOLO

Optimized format for real-time object detection

Pascal VOC

XML-based format for computer vision datasets

TensorFlow

TFRecord format for TensorFlow pipelines

JSON

Custom JSON schemas for any use case

XML

Flexible XML structures for diverse projects

Custom formats and API integrations available upon request

Latest Insights

From Our Blog

Insights, trends, and best practices in AI and data annotation

October 25, 2025

Cloud vs On-Premise Image Processing

Choosing between cloud and on-premise image processing is a fundamental architectural decision for Computer Vision projects. Learn the advantages and trade-offs.

Read More
October 10, 2025

Computer Vision Market: Global Trends & Forecasts

The CV market is projected to reach $41.1B by 2030. Explore key growth drivers, trends, and opportunities transforming industries worldwide.

Read More
February 25, 2025

How Neural Networks Learn: Simple Explanation

From gradient descent to transfer learning — how computers learn to recognize patterns and make predictions.

Read More
View All Articles
Have Questions?

Frequently Asked Questions

Everything you need to know about our data annotation services

Pricing depends on task complexity, data volume, and required accuracy. We offer custom quotes based on your specific needs. Contact us for a detailed estimate.

Small projects (1K-10K images): 3-7 days. Medium projects (10K-100K): 2-4 weeks. Large projects (100K+): 1-3 months. We can scale our team to meet tight deadlines.

We support all major formats: COCO JSON, Pascal VOC XML, YOLO TXT, TFRecord, CSV, and custom formats. We can also convert between formats as needed.

Yes! We have a pool of 500+ trained annotators and can scale from 5 to 100+ people within 48 hours. Our infrastructure supports projects of any size.

All projects are covered by NDA. We use secure cloud infrastructure with encryption, access controls, and audit logs. Data is never shared with third parties and deleted after project completion per your requirements.

Bounding boxes, polygons, semantic segmentation, keypoint annotation, 3D cuboids, video tracking, text classification, NER, OCR, audio transcription, and more.

Yes! We provide a free test annotation of 100-500 samples so you can evaluate our quality before committing to a full project.

We guarantee 99%+ accuracy through our 5-stage quality control process. If accuracy falls below agreed threshold, we re-annotate at no extra cost.

Yes! We have experience in retail, manufacturing, healthcare, automotive, agriculture, sports analytics, security, and more. Our team can be trained on domain-specific requirements.

Flexible payment options: pay per milestone, monthly retainer, or upon delivery.

Still have questions?

Contact Us

Get In Touch

Ready to start your project? Get a free consultation and test dataset.

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