Audio Transcription
Datasets and Services for Training LLM
Image Annotation
Video Annotation
Text Annotation
Lidar Annotation
Crowdsourcing
MedTech Companies
Banking and Finance Industry
Biometric Data
E-commerce and Retail
Surveys and UX-Researches
Agriculture
Retail
Robotics
Augmented Reality
Finance
E-Commerce
Face Recognition System
Ore Annotation
Content Moderation on the Video
IBeta 1
IBeta 2
Data Collection for Face and Speech Recognition
Content Moderation
Video Systems and Video Analysis
Content Moderation in Recruitment Domain
Audio Labeling for Call Center
Data collection and video annotation: weapon detection on the streets
Image Annotation for Emotion Recognition
Data Сollection for Сity Administration
Liveness Detection
Annotation Photos for the Recognition System
Blog
Stages of Work
Become a Partner
Startup Program
Student Program
FAQ
USE CASE
People Detection Image Dataset
Dataset of crowd photos with keypoints labeling of each person
Smart City
The use of machine learning for creating Automated and Efficient Urban Development
Computer Vision
Ability of a machine to interpret, analyze, and understand visual data
Security
Training algorithms to recognize situations that can cause harm
Keypoint Detection
Process of identifying important poionts within an object on the image
647
photos
1000-13,000
people in a crowd
Our Partners
CASE DESCRIPTION
– Data was obtained by parsing photos of protests, concerts, and other mass events from the internet
– There is no violence in the photos
– 99% of the photos were taken in daylight
– Each person is labeled with a keypoint
– Areas where people cannot be clearly observed are annotated
– Labeling is a set of coordinates in a JSON-file
– Images are classified by the number of people in the crowd
APPLICATION AREAS OF THE DATASET
Crowd control at mass events:
Object Detection and Computer Vision for determining crowd density and movement, and counting the number of people for safety and event planning
Civil planning and emergency management:
Computer Vision for determining the most effective evacuation routes
Crowd behavior analysis:
Computer Vision and Classification for analyzing crowd behavior in different situations
Visitor counting:
Object Detection for counting visitors in public places, determining peak visitation times, analyzing popularity, and planning necessary resources and services for visitors
DIDN'T FIND THE NECESSARY INFORMATION?
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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
