
# Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: **replay attacks** - videos of real people played on a computer and filmed on the phone.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2F01a9fdf5d12367b2466bb859b18f7b93%2FUntitled.png?generation=1688045197310243&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=MacBook-Attacks-Dataset) to discuss your requirements, learn about the price and buy the dataset.

# Content
The folder "attacks" includes videos of replay attack
### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13

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

- **file**: link to access the replay video,
- **phone**: the device used to capture the replay video,
- **computer**: the device used to play the video,
- **gender**: gender of a person in the video,
- **age**: age of the person in the video,
- **country**: country of the person

## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=MacBook-Attacks-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 language:en license:cc-by-nc-nd-4.0 finance region:us
{"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["video-classification"], "tags": ["finance"], "dataset_info": {"features": [{"name": "file", "dtype": "string"}, {"name": "phone", "dtype": "string"}, {"name": "computer", "dtype": "string"}, {"name": "gender", "dtype": "string"}, {"name": "age", "dtype": "int16"}, {"name": "country", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 1418, "num_examples": 24}], "download_size": 573934283, "dataset_size": 1418}}
TAGS
#task_categories-video-classification #language-English #license-cc-by-nc-nd-4.0 #finance #region-us 


# Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: replay attacks - videos of real people played on a computer and filmed on the phone.

![](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 "attacks" includes videos of replay attack
### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13

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

- file: link to access the replay video,
- phone: the device used to capture the replay video,
- computer: the device used to play the video,
- gender: gender of a person in the video,
- age: age of the person in the video,
- 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
# Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: replay attacks - videos of real people played on a computer and filmed on the phone.

![](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 "attacks" includes videos of replay attack ### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13 ### File with the extension .csv
includes the following information for each media file:

- file: link to access the replay video,
- phone: the device used to capture the replay video,
- computer: the device used to play the video,
- gender: gender of a person in the video,
- age: age of the person in the video,
- 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 #language-English #license-cc-by-nc-nd-4.0 #finance #region-us 
 # Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: replay attacks - videos of real people played on a computer and filmed on the phone.

![](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 "attacks" includes videos of replay attack ### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13 ### File with the extension .csv
includes the following information for each media file:

- file: link to access the replay video,
- phone: the device used to capture the replay video,
- computer: the device used to play the video,
- gender: gender of a person in the video,
- age: age of the person in the video,
- 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
passage: TAGS
#task_categories-video-classification #language-English #license-cc-by-nc-nd-4.0 #finance #region-us 
# Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

The dataset includes: replay attacks - videos of real people played on a computer and filmed on the phone.

![](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 "attacks" includes videos of replay attack### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13### File with the extension .csv
includes the following information for each media file:

- file: link to access the replay video,
- phone: the device used to capture the replay video,
- computer: the device used to play the video,
- gender: gender of a person in the video,
- age: age of the person in the video,
- 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