Datasets:
File size: 2,751 Bytes
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---
license: cc-by-nc-nd-4.0
task_categories:
- image-segmentation
- image-classification
- image-to-image
- feature-extraction
- image-feature-extraction
language:
- en
tags:
- ibeta
- replay attack
- video
- liveness detection
- biometric
- anti-spoofing
dataset_info:
features:
- name: photo_1
dtype: image
- name: photo_2
dtype: image
- name: photo_3
dtype: image
- name: photo_4
dtype: image
- name: worker_id
dtype: string
- name: age
dtype: int8
- name: country
dtype: string
- name: sex
dtype: string
splits:
- name: train
num_bytes: 341007536
num_examples: 10
download_size: 100871449
dataset_size: 341007536
size_categories:
- 10K<n<100K
---
# Face Mask Detection
Dataset includes 250 000 images, 4 types of mask worn on 28 000 unique faces. All images were collected using the Toloka.ai crowdsourcing service and validated by TrainingData.pro
# The dataset is created on the basis of [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=face_masks)
# File with the extension .csv
includes the following information for each media file:
- **WorkerId**: the identifier of the person who provided the media file,
- **Country**: the country of origin of the person,
- **Age**: the age of the person,
- **Sex**: the gender of the person,
- **Type**: the type of media file
- **Link**: the URL to access the media file
# Folder "img" with media files
- containg all the photos
which correspond to the data in the .csv file
**How it works**: *go to the first folder and you will make sure that it contains media files taken by a person whose parameters are specified in the first 4 lines of the .csv file.*
## 👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset of 25,000+ human images & videos - [Full dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=face_masks)
#**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=face_masks)**
*keywords: facial mask detection, face masks detection, face masks classification, face masks recognition, covid-19, re-identification, public safety, health, automatic face mask detection, biometric system, biometric system attacks, biometric dataset, face recognition database, face recognition dataset, face detection dataset, facial analysis, object detection dataset, deep learning datasets, computer vision datset, human images dataset, human faces dataset* |