metadata

license: cc-by-nc-nd-4.0
task_categories:
  - video-classification
language:
  - en
tags:
  - finance
  - legal
  - code

Low Quality Live Attacks

The dataset includes live-recorded Anti-Spoofing videos from around the world, captured via low-quality webcams with resolutions like QVGA, QQVGA and QCIF.

Get the Dataset

This is just an example of the data. If you need access to the entire dataset, contact us via [email protected] or leave a request on **https://trainingdata.pro/data-market**

Webcam Resolution

The collection of different video resolutions is provided, like:

QVGA (320p x 240p),
QQVGA (120p x 160p),
QCIF (176p x 144p) and others.

Metadata

Each attack instance is accompanied by the following details:

Unique attack identifier
Identifier of the user recording the attack
User's age
User's gender
User's country of origin
Attack resolution

Additionally, the model of the webcam is also specified.

Metadata is represented in the file_info.csv.

TrainingData 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-pro