video_file
string
| assignment_id
string
| worker_id
string
| gender
string
| age
uint8
20
45
| country
string
| resolution
string
|
|---|---|---|---|---|---|---|
"0001d815c0--61dc3cd237bb0b17026609ea.mp4" | "0001d815c0--61dc3cd237bb0b17026609ea" | "e4dfe8860e51162b9887d1a14b2b5ba0" | "FEMALE" | 41 | "PL" | "240.0 x 320.0" |
"0001d815c0--61e409908ccae11700e6a347.mp4" | "0001d815c0--61e409908ccae11700e6a347" | "458fe395c77c079fba013b9b080bd054" | "FEMALE" | 45 | "RU" | "120.0 x 160.0" |
"0001d815c0--61e561016090114967d86569.mp4" | "0001d815c0--61e561016090114967d86569" | "3fe8c977f4c80af79424c656f0175e37" | "MALE" | 45 | "RU" | "120.0 x 160.0" |
"0001d815c0--61eeaf9928213259ef95a20a.mp4" | "0001d815c0--61eeaf9928213259ef95a20a" | "e8ed3792b8a0c3193c165c3875bbfb65" | "FEMALE" | 20 | "RU" | "120.0 x 160.0" |
"0001d815c0--61f3c3321e087a11af822fdc.mp4" | "0001d815c0--61f3c3321e087a11af822fdc" | "1624db9d89e26abd544dd160ef7b2d87" | "MALE" | 28 | "RU" | "144.0 x 176.0" |
"0001d815c0--6207d93b43afdc2f8d25853a.mp4" | "0001d815c0--6207d93b43afdc2f8d25853a" | "dcd708ce14ede7778cd777c8ff8183ff" | "MALE" | 32 | "RU" | "240.0 x 320.0" |
"0001db3fa7--61e9938abb27377cdd4ea53a.mp4" | "0001db3fa7--61e9938abb27377cdd4ea53a" | "618d5b819b52b2fdbd29ad1883bde2d6" | "FEMALE" | 27 | "RU" | "240.0 x 320.0" |
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
Leave a request on https://trainingdata.pro/data-market to discuss your requirements, learn about the price and buy the dataset.
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**
More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets
TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets
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