face_masks / README.md
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metadata
license: cc-by-nc-nd-4.0
task_categories:
  - image-segmentation
language:
  - en
tags:
  - finance
  - code
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

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

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.

In order to get access to more than 250,000 photos or to learn more about our data, please contact our sales team by submitting a request on our website https://trainingdata.pro/data-market?utm_source=huggingface or emaling us at sales@trainingdata.pro

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/trainingdata-pro