Accelerated Annotation

AI-assisted labeling for 2-D images that learns and adapts to your use case to improve annotation speed and quality.

No more sacrificing quality for efficiency

Accelerated Annotation is 5x faster than manual labeling, integrating active learning, automation, and human expertise.

  • Adaptive AI-assistance: Active learning models that adapt to your specific use case.
  • Critical insights: Built-in feedback loops to improve model performance.
  • Service and Experience: Deep expertise in vision labeling refined over a decade of experience.
  • Workflow: Proven operational model streamlines work and delivers results faster.
No more sacrificing quality for efficiency

Annotation Types Supported

Accelerated Annotation supports the most common annotation types for 2-D images.

Image Classification

AI-assistance model continuously adapts to your data, getting better at predicting labels, including image tags and label attributes

Object Detection

AI-assistance model continuously adapts to your data, getting better at predicting labels, including: bounding boxes

Instance Segmentation

AI-assistance model continuously adapts to your data, getting better at predicting labels, including masks and polygons for object classes

Semantic Segmentation

AI-assistance model continuously adapts to your data, getting better at predicting labels, including masks and polygons for semantic classes

Don’t see your annotation type here?

Our vision AI Workforce Plus and Managed Workforce offerings support a range of other data and annotation types.

Why CloudFactory?

Quality and Speed

Quality and Speed

AI-assisted labeling + Managed Workforce = the quality and speed your project needs.

Adaptive AI-Assistance

Adaptive AI-Assistance

Industry-leading AI-assistance models that continuously adapt to your use case.

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Critical Insights

We’ll let you know when something isn't working before we label your entire dataset.

Scale for Production

Scale for Production

Start small and grow fast, or take one massive leap. We’ve got you covered.

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Experience and Service

Tap into our deep workforce expertise developed over 8M hours of data labeling.

Get to Market Faster

Get to Market Faster

Our proven operational methodology brings you the best result sooner with less effort.

Ready to get started? We are.

We’d love the opportunity to answer your questions or learn more about your project. Let us know how we can help.

Trusted by 700+ innovative companies

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We needed a partner who could help us improve our labeling efficiency and keep our quality standards high. CloudFactory's Accelerated Annotation offers a compelling platform backed by a reliable workforce. We saw 75% efficiency gains and preserved quality, and having a personal, collaborative relationship with their workforce allowed them to provide us with useful feedback throughout the process, giving us exactly what we were looking for in a partner.

Julian Seidenberg

Head of Artificial Intelligence, Narrative

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Nearmap | AI

Geospatial mapping company turned to CloudFactory to take over its data labeling function and scale operations.

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Pathr.ai

Pathr.ai helps retailers understand shopper behavior to improve sales and operations.

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AMP Robotics

Recycling tech company turned to CloudFactory when its growth outpaced internal capacity to annotate quality data.

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Vision AI Use Cases

Recommended Reading

Computer Vision Guide

Computer vision models depend on quality visual data. This guide will help you choose the right techniques and workforce for supervised learning.

20 Critical Questions to Ask Data Labeling Providers

This workbook covers what you need to ask when you’re looking for a data labeling service.

Data Annotation Tools for Machine Learning

This guide will help you understand how to choose the best data annotation tools for your machine learning project.

Talk to Sales

Fill out this form to speak to a data advisor about how CloudFactory can help you reach your goals.