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Face Mask Detection Image Dataset
Data Science and Analytics
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About
Images for training computer vision models to detect the presence of face masks are available in this collection. It is designed for binary classification tasks, distinguishing between individuals with and without face masks. The images have been gathered from various sources and are intended for beneficial applications, particularly in the context of public health and safety.
Columns
- ClassId: A numerical identifier representing the class. The values are 0 and 1.
- Name: The descriptive name of the class, such as 'Without Face Mask'.
Distribution
The data is distributed as image files, totalling around 1,350 images. A CSV file named
labels_FaceMask.csv provides the labels for the images, containing two columns and two unique values for classification.Usage
Ideal applications for this data include:
- Developing and training computer vision models for public health monitoring.
- Building systems to detect compliance with mask-wearing policies in public or private spaces.
- Academic research in image recognition and binary classification using Convolutional Neural Networks (CNNs).
- Creating applications that can identify whether a person in an image or video stream is wearing a face mask.
Coverage
The geographic, temporal, and demographic scope of the images is not specified as they were gathered from different sources. Users should assess the images for suitability for their specific applications.
License
CC0: Public Domain
Who Can Use It
- Data Scientists & Machine Learning Engineers: Can use this data to train, validate, and test face mask detection algorithms.
- Researchers: Can utilise the dataset for studies in computer vision, public health technology, and binary classification.
- Software Developers: Can integrate models trained on this data into applications for safety and compliance monitoring.
Dataset Name Suggestions
- Face Mask Detection Image Dataset
- Computer Vision Face Mask Dataset
- Mask Wearing Image Classification Data
- Binary Face Mask Image Collection
Attributes
Original Data Source:Face Mask Detection Image Dataset
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