---
license: cc-by-nc-nd-4.0
task_categories:
- object-detection
- image-to-text
tags:
- passport id
- computer vision
- cyber security
- biometric identification
- passport verification
- document
- identity verification
- passport photos
- document analysis
size_categories:
- 10K<n<100K
---
# 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)**

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Faebcdc96f2160742bf8f5683e273aeec%2FFrame%20135.png?generation=1729689336288410&alt=media)
## The dataset is solely for informational or educational purposes and should not be used for any fraudulent or deceptive activities.

## Images in the dataset

The dataset includes a wide variety of passport photos, showcasing various background colors. It is designed to help developers and researchers build and train machine learning models that can accurately detect and analyze passport photos. 

# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/ibeta-level-2-video-attacks/?utm_source=huggingface&utm_medium=cpc&utm_campaign=ibeta-level-2) to discuss your requirements and pricing options.

**Photos in the dataset:**
1. With background
2. Without background

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Feb869c5ccd7f6615754a5e8954675d5a%2FFrame%20127.png?generation=1729604678859593&alt=media)

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