task_categories:image-to-text task_categories:object-detection language:en license:cc-by-nc-nd-4.0 code legal region:us
---
license: cc-by-nc-nd-4.0
task_categories:
- image-to-text
- object-detection
language:
- en
tags:
- code
- legal
---

# OCR GENERATED Machine-Readable Zone (MRZ) Text Detection
The dataset includes a collection of **GENERATED** photos containing Machine Readable Zones (MRZ) commonly found on identification documents such as passports, visas, and ID cards. Each photo in the dataset is accompanied by **text detection** and **Optical Character Recognition (OCR)** results.

This dataset is useful for developing applications related to *document verification, identity authentication, or automated data extraction from identification documents*.

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

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F0829abc9a749ba3fd1e226a6891ae0ad%2FFrame%2011.png?generation=1694513962946791&alt=media)

# 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=ocr-generated-machine-readable-zone-mrz-text-detection) to discuss your requirements, learn about the price and buy the dataset.

# Dataset structure
- **images** - contains of original images of documents
- **boxes** - includes bounding box labeling for the original images
-  **annotations.xml** -  contains coordinates of the bounding boxes and detected text, 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 bounding boxes and detected text . For each point, the x and y coordinates are provided.

# Example of XML file structure
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fb848a6c30d0c3adfd3bf391ca2c4860d%2Fcarbon%20(1).png?generation=1694514503035476&alt=media)

# Text Detection in the Documents might be made in accordance with your requirements.

## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=ocr-generated-machine-readable-zone-mrz-text-detection) 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**