video_file
string
assignment_id
string
worker_id
string
gender
string
age
uint8
19
59
country
string
resolution
string
"0001d815c0--61dd5f24a14d0d2b3b211c83.mp4"
"0001d815c0--61dd5f24a14d0d2b3b211c83"
"a1fa79b217009436a1360b0203509ad4"
"FEMALE"
59
"KZ"
"1080.0 x 1920.0"
"0001d815c0--61de4edf6292055ac305e885.mp4"
"0001d815c0--61de4edf6292055ac305e885"
"9a56492b15971b4d44e08462a26c195a"
"FEMALE"
36
"RU"
"1080.0 x 1920.0"
"0001d815c0--61e28d132e6cac25f79a3346.MOV"
"0001d815c0--61e28d132e6cac25f79a3346"
"2d136e0d5563cefc84e0d751d21963ea"
"MALE"
22
"RU"
"1080.0 x 1920.0"
"0001d815c0--61ece94de8e9ba2b3bc01c59.mkv"
"0001d815c0--61ece94de8e9ba2b3bc01c59"
"90efd57551e26c4eccf22d05252ac13e"
"MALE"
34
"RU"
"1080.0 x 1920.0"
"0001d815c0--61f82a2956ef241fa1f94ff0.mp4"
"0001d815c0--61f82a2956ef241fa1f94ff0"
"c79c5008d7a1b46db9d6a339ce9a8ff4"
"MALE"
22
"RU"
"1080.0 x 1920.0"
"0001d815c0--61f276f01c8b5c57e89244a1.mp4"
"0001d815c0--61f276f01c8b5c57e89244a1"
"c7443447978e88800a8079f8016f49e5"
"FEMALE"
22
"RU"
"1080.0 x 1920.0"
"0001d815c0--61f5617b66629e059dbeaef5.webm"
"0001d815c0--61f5617b66629e059dbeaef5"
"68206db4306565b2e288076b0d2c561d"
"MALE"
41
"RU"
"1080.0 x 1920.0"
"0001d815c0--6203fa2ad1a403449593c5cb.mp4"
"0001d815c0--6203fa2ad1a403449593c5cb"
"9cd5c8e67af4bbb697847fd50113a297"
"MALE"
37
"RU"
"1080.0 x 1920.0"
"0001d815c0--620984e9f002b8749797ec67.mp4"
"0001d815c0--620984e9f002b8749797ec67"
"39a35296bf3483f089fd284b29e0c7e1"
"MALE"
19
"RU"
"1080.0 x 1920.0"
"0001db3fa7--61e8f5380569a62870798ef9.mp4"
"0001db3fa7--61e8f5380569a62870798ef9"
"be29b530751176898fc789fd05a9c7f5"
"MALE"
28
"RU"
"1080.0 x 1920.0"

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

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 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**

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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