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USE CASE

OCR Receipts Text Detection Dataset

Markup of check photos for text detection and recognition
OCR The process of identifying and converting text from a digital image into a textual format
Retail The use of machine learning in retail trade
Object Detection The determination of an object's position by marking it with a bounding box
Entity annotation The process of identifying and classifying named entities into predefined entity categories
3000
photos
4
weeks

CASE DESCRIPTION

Labeling of receipts with polygons into 5 classes (store name, item in the receipt, date, and total purchase amount), and text recognition in CVAT

Detailed labeling of each polygon in CVAT. Additional classification by type, condition of the receipt, and store type

The data is used for training an automated text recognition system on receipts

APPLICATION AREAS OF THE DATASET

Sales and Consumer Behavior Analytics:

OCR for analyzing consumer behavior and preferences, and identifying consumer demand trends for various products across different stores

Marketing Research and Competitive Analysis:

OCR for analyzing the competitive landscape, identifying consumer preferences and popularity towards competitors, and understanding the effectiveness of marketing campaigns in promoting products

Automated Inventory Management and Receipt Processing Optimization:

Computer vision and OCR for developing systems for automatic receipt processing, speeding up the payment process, and improving the accuracy of purchase records

Fraud Prevention and Tax Reporting Verification:

OCR for detecting fraudulent activities such as check forgery or incorrect inflation of purchase costs, as well as verifying tax reports

FACTORS AFFECTING THE FINAL PROJECT COST INCLUDE

Our data quality guarantee is 95%. For annotation orders requiring quality above 95%, we offer enterprise solutions

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

Team leads project

Anton Tseluiko
Operations manager
Arthur Kazukevich
Python-developer
Daria Yurkevich
Quality Control Manager
woman

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