Datasets:
Training Data
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README.md
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license: cc-by-nc-nd-4.0
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---
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---
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license: cc-by-nc-nd-4.0
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task_categories:
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- image-segmentation
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language:
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- en
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tags:
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- finance
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- legal
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- code
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---
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# GENERATED USA Passports Segmentation
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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)**.
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The dataset can be utilized for *computer vision, object detection, data extraction and machine learning models*.
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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*.
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### The dataset is solely for informational or educational purposes and should not be used for any fraudulent or deceptive activities.
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# Get the dataset
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### This is just an example of the data
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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.
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# Dataset structure
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- **images** - contains of generated images of passports
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- **labels** - includes segmentation masks created for the original images
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- **annotations.xml** - contains coordinates of the polygons, created for the original photo
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# Data Format
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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.
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### Сlasses:
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- **passport**: passport zone,
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- **photo**: photo of the person,
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- **number**: number of the passport,
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- **name**: name of the person,
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- **surname**: surname of the person,
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- **date_of_birth**: date of birth of the person,
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- **nationality**: nationality of the person,
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- **sex**: sex of the person,
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- **mrz**: mrz in the passport,
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- **other**: other text in the passport
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# Example of XML file structure
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# GENERATED USA Passports Segmentation might be made in accordance with your requirements.
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## [**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
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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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