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