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Water Meters Image Annotation

The dataset of photographs of water meters, segmentation masks created for the reading areas and text recognition
Data Labeling Highlighting objects in photos to train systems to recognize and interpret them
Data collection Gathering data for subsequent annotation
Computer Vision Ability of a machine to interpret, analyze, and understand visual data
Communal services The use of machine learning in automating the work of communal services
1 244
photos
1 244
annotations
1.08
GB

Our Partners

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CASE DESCRIPTION

Images with meter readings from 200+ countries

Text recognition, segmentation of readings

Metadata compilation with 30+ attributes: geography, time and device of capture, lighting, meter models, and others

Additional classification by meter models

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APPLICATION AREAS OF THE DATASET

Energy Management:

Text recognition for automatic meter reading, energy consumption analysis, and identification of energy-efficient measures

Utility Billing and Payment:

Computer vision and OCR for automatic utility billing and payment

Accounting Automation:

OCR and computer vision for automatic accounting of energy and other resource expenditures, analysis, and reporting

Industrial Process Monitoring:

Computer vision for monitoring and managing industrial processes and optimizing energy consumption in production

Why
Training Data

  • Quality Assurance:
  • Enhanced Data Accuracy
  • Consistency in Labels
  • Reliable Ground Truth
  • Mitigation of Annotation Biases
  • Cost and Time Efficiency
  • Data Security and Confidentiality:
  • GDPR Compliance
  • Non-disclosure agreement
  • Data Encryption
  • Multiple data storage options
  • Access Controls and Authentication
  • Expert Team:
  • 6 years in industry
  • 35 top project managers
  • 40+ languages
  • 100+ countries
  • 250k+ assessors
  • Flexible and Scalable Solutions:
  • 24/7 availability of customer service
  • 100% post payment
  • $550 minimum check
  • Variable Workload
  • Customized Solutions
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