metadata

license: cc-by-nc-nd-4.0
task_categories:
  - video-classification
language:
  - en
tags:
  - finance
  - legal
  - code
dataset_info:
  features:
    - name: video_file
      dtype: string
    - name: assignment_id
      dtype: string
    - name: worker_id
      dtype: string
    - name: gender
      dtype: string
    - name: age
      dtype: uint8
    - name: country
      dtype: string
    - name: resolution
      dtype: string
  splits:
    - name: train
      num_bytes: 1547
      num_examples: 10
  download_size: 623356178
  dataset_size: 1547

High Definition Live Attacks

The dataset includes live-recorded Anti-Spoofing videos from around the world, captured via high-quality webcams with Full HD resolution and above.

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 from Full HD (1080p) up to 4K (2160p) is provided, including several intermediate resolutions like QHD (1440p)

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