Update README.md

README.md

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 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- video-classification
+language:
+- en
+tags:
+- finance
+- legal
+- code
 ---
+# 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]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market**)
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F1ffb68e96724140488b944b22c68580c%2F(1).png?generation=1684702390091084&alt=media)
+
+# 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)
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fc07c45d6c6558291a2923d24eeb43d1b%2FResoluo-de-tela-sem-imagem.webp?generation=1684703424049108&alt=media)
+
+# 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](https://trainingdata.pro/data-market)** 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**