Update README.md

README.md

@@ -16,14 +16,14 @@ tags:
 size_categories:
 - 10K<n<100K
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-## Passport photos dataset
+# Passport photos dataset
 
 This dataset contains over **100,000** passport photos from **100+** countries, making it a valuable resource for researchers and developers working on **computer vision** tasks related to **passport verification, biometric identification, and document analysis.** This dataset allows researchers and developers to train and evaluate their models without the ethical and legal concerns associated with using real passport data.
 
 By leveraging this dataset, developers can build robust and efficient **document processing algorithms**, contributing significantly to advancements in computer vision and identity verification. - 
 **[Get the data](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface&utm_medium=cpc&utm_campaign=synthetic-passports)**
 
-The dataset can facilitate the development of applications aimed at improving security measures in border control and immigration processes. By utilizing advanced algorithms trained on diverse passport images, authorities can enhance the accuracy and speed of identity verification, reducing the risk of fraudulent activities. 
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Faebcdc96f2160742bf8f5683e273aeec%2FFrame%20135.png?generation=1729689336288410&alt=media)
 
 ## Images in the dataset
 
@@ -37,6 +37,6 @@ The dataset includes a wide variety of passport photos, showcasing various backg
 
 ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Feb869c5ccd7f6615754a5e8954675d5a%2FFrame%20127.png?generation=1729604678859593&alt=media)
 
-Having images with and without backgrounds allows researchers and developers meet different needs. They can train algorithms to remove backgrounds, study how backgrounds affect model accuracy, create synthetic datasets for better training, or develop algorithms to find fake documents. This makes the dataset a useful tool for solving various challenges in computer vision and document analysis.
+The dataset can facilitate the development of applications aimed at improving security measures in border control and immigration processes. By utilizing advanced algorithms trained on diverse passport images, authorities can enhance the accuracy and speed of identity verification, reducing the risk of fraudulent activities. 
 
-# 🌐 [UniData](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects
+# 🌐 [UniData](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects