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Train Numbers
Collection and annotation of train photos for detecting and recognizing their numbers
Dataset
OCR
The process of identifying and converting text from a digital image into text format
Computer Vision
Ability to recognize and analyze images and video
Object Detection
Determining the position of an object with Bounding Box annotation
Railroad Industry
Use of machine learning in the railway industry
3 000
photos
3 weeks
project duration
Case Description
We offer photo collection services of trains through parsing and crowdsourcing
We offer train number annotation services using Bounding Box and text recognition in CVAT
The dataset consists of two folders:
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APPLICATION AREAS OF THE DATASET
Transportation Safety:
Computer vision for ensuring the safe operation of railway transport, detecting unauthorized access, and quickly identifying suspicious objects
/01
Railway Logistics:
OCR and computer vision for logistics management and cargo monitoring, tracking, and ensuring the functionality of trains and wagons
/03
Maintenance and Repair:
Passenger Services:
OCR for automating train maintenance and repair processes.
OCR and computer vision for monitoring the condition of trains, determining train occupancy, and predicting arrival times
/04
/02
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THE FINAL COST OF THE PROJECT IS INFLUENCED BY:
Scope of work
Markup complexity
Timing
Markup quality
Our data quality guarantee is 95%. When ordering markup with quality above 95%, we offer enterprise solutions
LLM Teamleads
Team
Arthur Kazukevich
Python-developer
Daria Yurkevich
Anton Tseluyko
Quality Control Manager
Operations manager
Why
Training Data Pro
Expert Team:
Flexible and Scalable Solutions:
Quality Assurance:
Data Security and Confidentiality:
Enhanced Data Accuracy
Consistency in Labels
Reliable Ground Truth
Mitigation of Annotation Biases
Cost and Time Efficiency
GDPR Compliance
Non-disclosure agreement
Data Encryption
Multiple data storage options
Access Controls and Authentication
35 top project managers
100% post payment
$550 minimum check
24/7 availability of customer service
6 years in industry
Variable Workload
Customized Solutions
40+ languages
100+ countries
250k+ assessors
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