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  1. README.md +11 -12
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@@ -9,9 +9,12 @@ task_categories:
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  language:
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  - en
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  tags:
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- - finance
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- - code
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- - legal
 
 
 
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  dataset_info:
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  features:
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  - name: photo_1
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  num_examples: 10
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  download_size: 100871449
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  dataset_size: 341007536
 
 
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  ---
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  # Face Mask Detection
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  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
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- # Get the dataset
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-
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- ### This is just an example of the data
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-
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- Leave a request on [**https://trainingdata.pro/datasets**](https://trainingdata.pro/datasets/face-masks-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=face_masks) to discuss your requirements, learn about the price and buy the dataset.
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  # File with the extension .csv
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  includes the following information for each media file:
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  **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.*
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- ## [**TrainingData**](https://trainingdata.pro/datasets/face-masks-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=face_masks) provides high-quality data annotation tailored to your needs
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- More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
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- TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
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  *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*
 
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  language:
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  - en
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  tags:
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+ - ibeta
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+ - replay attack
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+ - video
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+ - liveness detection
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+ - biometric
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+ - anti-spoofing
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  dataset_info:
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  features:
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  - name: photo_1
 
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  num_examples: 10
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  download_size: 100871449
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  dataset_size: 341007536
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+ size_categories:
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+ - 10K<n<100K
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  ---
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  # Face Mask Detection
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  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
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+ # 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)
 
 
 
 
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  # File with the extension .csv
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  includes the following information for each media file:
 
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  **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.*
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+ ## 👉 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)
 
 
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+ #**🚀 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)**
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  *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*