Datasets:

UniqueData
/

generated-passports-segmentation

language:
  - en
license: cc-by-nc-nd-4.0
task_categories:
  - image-segmentation
tags:
  - image
  - generated data
  - passports
  - computer vision
  - document security
dataset_info:
  features:
    - name: id
      dtype: uint16
    - name: image
      dtype: image
    - name: mask
      dtype: image
    - name: width
      dtype: uint16
    - name: height
      dtype: uint16
    - name: shapes
      sequence:
        - name: type
          sequence: string
        - name: points
          sequence:
            sequence: float32
        - name: rotation
          dtype: int32
        - name: occluded
          dtype: int32
        - name: z_order
          dtype: int32
  splits:
    - name: train
      num_bytes: 61160716
      num_examples: 22
  download_size: 60972963
  dataset_size: 61160716
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

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.

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

💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on our website to 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

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

💴 Buy the Dataset: This is just an example of the data. Leave a request on the our website to discuss your requirements, learn about the price and buy the dataset