Update README.md

README.md

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 # Biometric Attack Dataset
 
-# The dataset is created on the basis of [Anti Spoofing Real Dataset](https://trainingdata.pro/datasets/anti-spoofing-real/?utm_source=huggingface&utm_medium=cpc&utm_campaign=celebA)
+# The similar dataset that includes all ethnicities - [Anti Spoofing Real Dataset](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=celeba-spoof-dataset)
 
 We suggest you the dataset similar to CelebA Dataset but with photos of **real people**, additionally the dataset for face anti spoofing and face recognition includes not only images, but videos of the individuals!
 
@@ -32,7 +32,7 @@ The dataset contains images and videos of real humans with various **resolutions
 
 Our dataset also explores the use of neural architectures, such as deep neural networks, to facilitate the identification of distinguishing patterns and textures in different regions of the face, increasing the accuracy and generalizability of the anti-spoofing models. 
 
-# 💴 For Commercial Usage: Full version of the dataset includes 98,000 files, leave a request on **[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-real/?utm_source=huggingface&utm_medium=cpc&utm_campaign=celebA)** to buy the dataset
+##  👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset of 95,000+ human images & videos - [Full dataset](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=celeba-spoof-dataset)
 
 ### Metadata for the full dataset:
 - **assignment_id** - unique identifier of the media file
@@ -50,7 +50,7 @@ Our dataset also explores the use of neural architectures, such as deep neural n
 
 ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F77905aea23afb7f61167bc9ccd0d98cb%2F7-ezgif.com-optimize.gif?generation=1707303271936246&alt=media)
 
-# 💴 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-real/?utm_source=huggingface&utm_medium=cpc&utm_campaign=celebA) to learn about the price and buy the dataset**
+## 🧩 This is just an example of the data. Leave a request [here](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=celeba-spoof-dataset) to learn more
 
 # Content
 The dataset includes 2 folders:
@@ -62,10 +62,5 @@ The dataset includes 2 folders:
 - **photo**: link to access the photo,
 - **video**: link to access the video
 
-## **[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-real/?utm_source=huggingface&utm_medium=cpc&utm_campaign=celebA)** provides high-quality data annotation tailored to your needs
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-More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
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-TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
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+**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/face-anti-spoofing/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=celeba-spoof-dataset)**
 *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, ibeta dataset, face anti spoofing, large-scale face anti spoofing, rich annotations anti spoofing dataset*