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USE CASE

Dance Movements Segmentation Dataset

Data collection and labeling for pose estimation and motion analysis
Computer Vision The ability to recognize and analyze images and video
Segmentation Splitting an image into semantically independent segments to define the boundaries of objects
AR Using machine learning in augmented reality applications to create filters and effects
Data Annotation Labeling objects in photos to train systems to recognise and interpret them
5000
photos
2
weeks

CASE DESCRIPTION

Collection of frames from videos featuring dancing people using internal resources and/or crowdsourcing method

Annotation – high-quality semantic segmentation into two classes: foreground and background

Pixel transparency assessment: creation of an alpha mask to determine the transparency level of the object

Foreground color correction: adjustment of the color and tone of the extracted object to ensure a natural look when superimposed on another background

Quality selection: detailed pixel-by-pixel image annotation in PhotoShop for high quality or broken lines (polygon vertices) for medium quality

APPLICATION AREAS OF THE DATASET

Motion Analysis:

Computer vision for analyzing movement and studying patterns of human behavior

Movement Control Systems:

Detection and classification for training systems that control human movement, for example, in automated building, train, or other transportation movement management systems

Virtual and Augmented Reality:

Computer vision for creating realistic virtual or augmented scenarios where the movements and masking of people are required for creating highly realistic scenes

Security and Surveillance:

Computer vision for automatic detection of suspicious behavior or anomalies in human movements

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

Wadim Starosotnikow
Senior quality control manager
Arthur Kazukevich
Python-developer
Maria Kuzmina
Project manager
woman

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