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Face Masks Detection
Selfie of people wearing medical masks in 4 variants. The dataset is suitable for re-identification tasks and video analysis and video systems
Dataset
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Computer Vision
Ability to recognize and analyze images and video
Re-identification
Recognition of the same object in different observations.
Classification
Ability to assess and separate objects based on predetermined features
Machine Learning
Enables computer systems to automatically learn from data and make predictions
300 988
images
75 247
unique faces
730
GB data
Metadata includes
Age
Gender
Ethnicity
Country
Photo extension
Photo resolution
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TYPE 1 - No mask on the face
Types of images:
TYPE 4 - Mask is worn correctly, covering nose and mouth
TYPE 3 - Mask covers mouth but not nose
TYPE 2 - Mask is worn but does not cover nose and mouth
Statistics
Gender distribution:
Age distribution:
Extension statistics:
Permission statistics:
Distribution by ethnicity:
APPLICATION AREAS OF THE DATASET
Monitoring Mask Compliance in the Fight Against the Pandemic.
Recognition of Correctly Worn Medical Masks to Ensure Safety Measures in Public Places
/01
Face Identification with a Mask On.
Recognition and identification of a person wearing a medical mask for biometric authentication systems
/02
AR Filters in Medical Masks.
Segmentation of faces in various variations of medical masks to enhance the accuracy of augmented reality in filters and advertising
/03

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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
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The dataset on demand with face segmentation
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Images with ground-truth alpha mattes on demand
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Team
Arthur Kazukevich
Python-developer
Daria Yurkevich
Anton Tseluyko
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Why
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Enhanced Data Accuracy
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Non-disclosure agreement
Data Encryption
Multiple data storage options
Access Controls and Authentication
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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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