Update README.md

README.md

@@ -1,3 +1,33 @@
 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- video-classification
+language:
+- en
+tags:
+- finance
+- legal
+- code
 ---
+
+# 2D Printed Masks Attacks 
+The dataset includes 3 different types of files of the real people: original selfies, original videos and videos of 2d printed masks attacks. The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.
+
+# Get the Dataset
+To order a dataset tailored to your needs, please write to us at the address: Andrew, [sales@trainingdata.pro](mailto:sales@trainingdata.pro) or leave a request on **https://trainingdata.pro/data-market**
+
+# Content
+### The dataset contains of three folders:
+- **live_selfie** contains the original selfies of people
+- **live_video** includes original videos of people
+- **2d_masks** contains videos of attacks with the 2d printed mask using original images from "live_selfie" folder
+
+### File with the extension .csv
+includes the following information for each media file:
+- **live_selfie**: the link to access the original selfie
+- **live_video**: the link to access the original video
+- **phone_model**: model of the phone, with which selfie and video were shot
+- **2d_masks**: the link to access the video with the attack with the 2d printed mask
+
+
+**TrainingData** provides high-quality data annotation tailored to your needs.