task_categories:image-segmentation language:en license:cc-by-nc-nd-4.0 finance legal code region:us
---
license: cc-by-nc-nd-4.0
task_categories:
- image-segmentation
language:
- en
tags:
- finance
- legal
- code
---

# GENERATED USA Passports Segmentation

The dataset contains a collection of images representing **GENERATED USA Passports**. Each passport image is segmented into different zones, including the **passport zone, photo, name, surname, date of birth, sex, nationality, passport number, and MRZ (Machine Readable Zone)**.

The dataset can be utilized for *computer vision, object detection, data extraction and machine learning models*.

Generated passports can assist in conducting research without accessing or compromising real user data that is often sensitive and subject to privacy regulations. **Synthetic data generation** allows researchers to *develop and refine models using simulated passport data without risking privacy leaks*.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F2711436e8047c5f6b39f44c7f49c9f48%2FFrame%2030.png?generation=1696928571861968&alt=media)

### The dataset is solely for informational or educational purposes and should not be used for any fraudulent or deceptive activities.

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=generated-passports-segmentation) to discuss your requirements, learn about the price and buy the dataset.

# Dataset structure
- **images** - contains of generated images of passports
- **labels** - includes segmentation masks created for the original images
-  **annotations.xml** -  contains coordinates of the polygons, created for the original photo

# Data Format

Each image from `images` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the polygons and labels . For each point, the x and y coordinates are provided.

### Сlasses:
- **passport**: passport zone,
- **photo**: photo of the person,
- **number**: number of the passport,
- **name**: name of the person,
- **surname**: surname of the person,
- **date_of_birth**: date of birth of the person,
- **nationality**: nationality of the person,
- **sex**: sex of the person,
- **mrz**: mrz in the passport,
- **other**: other text in the passport

# Example of XML file structure

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Ff0700dab9f95e86770ab306a1026fcb5%2Fcarbon.png?generation=1696929570768186&alt=media)

# GENERATED USA Passports Segmentation might be made in accordance with your requirements.

## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=generated-passports-segmentation)** 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**