|
|
--- |
|
|
language: |
|
|
- en |
|
|
license: cc-by-nc-nd-4.0 |
|
|
task_categories: |
|
|
- image-segmentation |
|
|
tags: |
|
|
- finance |
|
|
- legal |
|
|
- code |
|
|
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: 61160716.0 |
|
|
num_examples: 22 |
|
|
download_size: 60972963 |
|
|
dataset_size: 61160716.0 |
|
|
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. |
|
|
|
|
|
# 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/synthetic-data?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 |
|
|
|
|
|
 |
|
|
|
|
|
# GENERATED USA Passports Segmentation might be made in accordance with your requirements. |
|
|
|
|
|
## **[TrainingData](https://trainingdata.pro/data-market/synthetic-data?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** |
