# Anti-Spoofing Real Waist-High Dataset
The dataset consists of waist-high selfies and video of real people. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

### The dataset includes 2 different types of files:
- **Photo** - a selfie of a person from a mobile phone, the person is depicted alone on it, the face is clearly visible. Person is presented waist-high.
- **Video** - filmed on the front camera, on which a person moves his/her head left, right, up and down. Duration of the video is from 10 to 20 seconds.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2F20291c08c69f18a9a8c75fc73e47927c%2FMacBook%20Air%20-%201.png?generation=1688118876746794&alt=media)


# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing-real-waist-high-dataset) to discuss your requirements, learn about the price and buy the dataset.


# Content
- The folder **"photo"** includes selfies of people
- The folder **"video"** includes videos of people


### File with the extension .csv
includes the following information for each media file:

- **photo**: link to access the selfie,
- **video**: link to access the video,
- **phone**: the device used to capture selfie and video,
- **gender**: gender of a person,
- **age**: age of the person,
- **country**: country of the person

## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing-real-waist-high-dataset) provides high-quality data annotation tailored to your needs

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

TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
task_categories:video-classification task_categories:image-to-image language:en license:cc-by-nc-nd-4.0 legal region:us
{"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["video-classification", "image-to-image"], "tags": ["legal"], "dataset_info": {"features": [{"name": "photo", "dtype": "image"}, {"name": "video", "dtype": "string"}, {"name": "phone", "dtype": "string"}, {"name": "gender", "dtype": "string"}, {"name": "age", "dtype": "int8"}, {"name": "country", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 34728975, "num_examples": 8}], "download_size": 195022198, "dataset_size": 34728975}}
TAGS
#task_categories-video-classification #task_categories-image-to-image #language-English #license-cc-by-nc-nd-4.0 #legal #region-us 

# Anti-Spoofing Real Waist-High Dataset
The dataset consists of waist-high selfies and video of real people. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

### The dataset includes 2 different types of files:
- Photo - a selfie of a person from a mobile phone, the person is depicted alone on it, the face is clearly visible. Person is presented waist-high.
- Video - filmed on the front camera, on which a person moves his/her head left, right, up and down. Duration of the video is from 10 to 20 seconds.

![](URL


# Get the dataset

### This is just an example of the data

Leave a request on URL to discuss your requirements, learn about the price and buy the dataset.


# Content
- The folder "photo" includes selfies of people
- The folder "video" includes videos of people


### File with the extension .csv
includes the following information for each media file:

- photo: link to access the selfie,
- video: link to access the video,
- phone: the device used to capture selfie and video,
- gender: gender of a person,
- age: age of the person,
- country: country of the person

## TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: URL

TrainingData's GitHub: URL
# Anti-Spoofing Real Waist-High Dataset
The dataset consists of waist-high selfies and video of real people. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems. ### The dataset includes 2 different types of files:
- Photo - a selfie of a person from a mobile phone, the person is depicted alone on it, the face is clearly visible. Person is presented waist-high.
- Video - filmed on the front camera, on which a person moves his/her head left, right, up and down. Duration of the video is from 10 to 20 seconds.

![](URL # Get the dataset ### This is just an example of the data

Leave a request on URL to discuss your requirements, learn about the price and buy the dataset. # Content
- The folder "photo" includes selfies of people
- The folder "video" includes videos of people ### File with the extension .csv
includes the following information for each media file:

- photo: link to access the selfie,
- video: link to access the video,
- phone: the device used to capture selfie and video,
- gender: gender of a person,
- age: age of the person,
- country: country of the person ## TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: URL

TrainingData's GitHub: URL
TAGS
#task_categories-video-classification #task_categories-image-to-image #language-English #license-cc-by-nc-nd-4.0 #legal #region-us 
 # Anti-Spoofing Real Waist-High Dataset
The dataset consists of waist-high selfies and video of real people. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems. ### The dataset includes 2 different types of files:
- Photo - a selfie of a person from a mobile phone, the person is depicted alone on it, the face is clearly visible. Person is presented waist-high.
- Video - filmed on the front camera, on which a person moves his/her head left, right, up and down. Duration of the video is from 10 to 20 seconds.

![](URL # Get the dataset ### This is just an example of the data

Leave a request on URL to discuss your requirements, learn about the price and buy the dataset. # Content
- The folder "photo" includes selfies of people
- The folder "video" includes videos of people ### File with the extension .csv
includes the following information for each media file:

- photo: link to access the selfie,
- video: link to access the video,
- phone: the device used to capture selfie and video,
- gender: gender of a person,
- age: age of the person,
- country: country of the person ## TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: URL

TrainingData's GitHub: URL