Human-powered, machine-assisted image processing offers unmatched analytical subtlety alongside stunning efficiency.

Images, whether simple or rich, may contain considerable depth of data. A single visual data point like a simple photo of a man entering a city storefront contains information on the man’s clothing, his physical characteristics, his facial expression, and much more.

Human-powered image data annotation services unlock diverse insights underlying visual data. By curating data sets toward the highest possible quality, image annotation also provides an invaluable source of training data for machine learning tools. It further amplifies the long-term value of professionally processed image data. Meanwhile, identifying audio data that fulfils specific project parameters requires an in-depth knowledge of this unique data medium.

Decode your image data with pixel-level precision.

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A PICTURE IS WORTH A THOUSAND WORDS

While every image has a wealth of hidden information, analyzing large image-rich data sets with exacting quality standards involves logistical challenges. Potentially time-consuming issues abound while annotating and analyzing image data. Duplicate images need to be carefully reviewed to confirm no subtle differences are missed.

Unlocking this wealth requires highly trained analysts, a proven methodology for collecting and analyzing vast quantities of images, and customized tools powered by machine-learning automation.

To process data with this sort of subtle touch and to ensure an efficient data pipeline, you need human analysts specifically trained on collection and analysis of image data at a large scale, image annotation, and machine-learning automation tools.

HOW WE HELP OUR CLIENTS

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1

Image Collection

  • Data requirements analyzed by image data annotation specialists
  • Data requirements validated by ML experts
  • Pro-photography for original image collection
  • Collection supported in multiple environment types
  • Equipment and studio availability to collect quality imagery
  • Global reach collection and processing
2

Image Annotation

  • Annotation and labeling assisted by Zen3 Image ML Models
  • Annotation and labeling assisted by Zen3 image ML Models
  • Monitoring from data quality specialists with experience managing large volumes/li>
  • Annotation on deep characteristics that go far beyond simple labeling
3

Image Insight

  • A high-quality analysis covering sentiment, motivation, and other subtle factors
  • Custom labels and image-specific curation like boundary boxes for project-specific needs
  • Live insight generation customized for your operational priorities

BUSINESS APPLICATION OF IMAGE ANNOTATION

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PRIVACY, PROTECTION & COMPLIANCE

  • PII redaction
  • PCI redaction
  • Other information redaction
  • Regulatory compliance monitoring

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OPERATIONAL ANALYTICS AND SUPPORT

  • Image-powered valuation (real estate, automotive, etc.)
  • Automated document processing
  • Analysis of large pre-existing image repositories for repurposing
  • Context-driven image evaluation

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CUSTOMER SERVICE AND SUPPORT

  • Customer care compliance
  • Automated processing of customer-submitted images
  • Facial analysis
  • Fraud protection analysis

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SALES AND MARKETING

  • Advertisement analysis
  • Image-driven social media market research
  • Lead generation via free or limited trial image-driven services
  • Prospect evaluation

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MACHINE LEARNING

  • Automated image data pipelines
  • Image-savvy virtual assistants
  • ML tools capable of analyzing and reacting to images in real time
  • B2C and B2B-facing image processing services

OUR PROCESS

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We begin by identifying image data sets that fit client-defined project priorities, sourcing data both by acquiring it from private vendors and publicly available data sources. When necessary, we help create custom image sets, working with a network of photographers and image experts around the globe.

From there, we curate and organize data while ensuring that any existing encored information is entirely accurate. Once the data is stored and organized, analysis and annotation efforts can begin in earnest.

Leveraging its experience supporting large-scale data collection efforts across the globe, Zen3 has developed a proprietary AI-driven platform called Datamime. This platform provides a suite of flexible, powerful tools and process automation explicitly designed to streamline data collection and analysis efforts, including specialized tools for image data. From data collection to translation to annotation to delivery, Datamime provides self-learning tools that ensure unmatched efficiency for our clients.

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MACHINE LEARNING-FRIENDLY IMAGE DATA

For clients that need assistance developing their own machine learning models, we draw on our experience in developing enterprise-grade self-learning platforms from the ground up.

Our machine learning model building services help execute prototypical applications, including:

  • Building models to monitor and collect data from the web
  • Real-time contextual analysis for gathered data
  • Industry-specific models to provide a more nuanced context

DISCOVERY TO INSIGHT AND MODERATION PROCESS

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1
Images Requirements Analysis
2

Images Collection and Curation

3

Translation Transcription and Transliteration

4

ML Automated Labeling and Annotation

5

Human Annotation and Labeling with Quality Control

6

Converting and Automating Ongoing Images Data Requirements

7

Images Data Moderation

SERVICE OFFERINGS

IMAGE DATA COLLECTION SERVICES

Our end-to-end image data collection capabilities ensure efficient delivery of enterprise-grade data even when supporting large-scale data-gathering efforts in parallel. All data collection is tailored to the specific needs of each project. When necessary, we assist with generating original images via photography or image-editing. We support data collection worldwide, indoors and outdoors, digital or photographic. We even cover complex special events like sports, games, and concerts with multiple perspectives.

ANNOTATION AND LABELING SERVICES

Our annotation and analysis process draws the maximum possible intelligence from raw imagery, resulting in high-quality data capable of training machine learning models. Client-defined analysis tasks can include object tagging, foreground and background analysis, sentiment analysis, search relevance evaluation, and much more.

IMAGE DATA MODERATION SERVICES

Even seemingly simple moderation efforts. Ensuring that user-generated photos don’t contain profane or offensive content, for instance, requires a robust data pipeline. The use of automation techniques helps this process be far less cumbersome.Meanwhile, support by human analysts provides more nuanced judgment calls. From ensuring images fulfill corporate policies to ensuring relevance to the task at hand, Zen3 offers real-time image quality management in diverse enterprise settings.
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OUR IMAGES EXPERTISE

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Successful AI Data Items Delivered

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Expert Annotators

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PII Compliant

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Successful AI & Data Projects

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Data Acceptance and Accuracy

Pan India, US & EU

Coverage

DATA SERVICES GROUP

Our Data Services Group covers more than image data. With over 150+ million data entries, a 1200+ person team of experts, experience in 20+ languages, and presence in over 13 markets, we help deliver no matter how ambitious our clients’ vision is.

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Decode your image data with pixel-level precision.

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