Update README.md

README.md

@@ -6,8 +6,12 @@ task_categories:
 language:
 - en
 tags:
-- code
-- finance
+- ibeta
+- liveness detection
+- biometric
+- anti-spoofing
+size_categories:
+- 10K<n<100K
 ---
 
 # Printed Photos Attacks -  liveness detection dataset
@@ -16,7 +20,7 @@ The anti spoofing dataset comprises videos of genuine facial presentations using
 
 Our results show that this technology works effectively in securing most applications and prevents unauthorized access by distinguishing between genuine and spoofed inputs. Additionally, it addresses the challenging task of identifying unseen spoofing cues, making it one of the most effective techniques in the field of anti-spoofing research.
 
-# 💴 For Commercial Usage: Full version of the dataset includes 4,700+ videos, leave a request on **[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=printed_photos_attacks)** to buy the dataset
+##  👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset - [Full dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=printed_photos_attacks)
 
 # Content
 ### The dataset contains of three folders:
@@ -30,12 +34,7 @@ includes the following information for each media file:
 - **live_video**: the link to access the original video
 - **attack**: the link to access the video of attack with the printed photo
 
-# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/datasets](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=printed_photos_attacks)** to discuss your requirements, learn about the price and buy the dataset 
-
-**[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=printed_photos_attacks)** 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-datamarket/TrainingData_All_datasets**
+## 🧩 This is just an example of the data. Leave a request [here](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=printed_photos_attacks) to learn more
 
+**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=printed_photos_attacks)**
 *keywords: liveness detection systems, liveness detection dataset, biometric dataset, biometric data dataset, biometric system attacks, anti-spoofing dataset, face liveness detection, deep learning dataset, face spoofing database, face anti-spoofing, presentation attack detection, presentation attack dataset, 2d print attacks, print 2d attacks dataset, phone attack dataset, face anti spoofing, large-scale face anti spoofing, rich annotations anti spoofing dataset, cut prints spoof attack*