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--- |
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language: |
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- en |
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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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tags: |
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- image |
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- generated data |
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- passports |
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- computer vision |
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- document security |
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dataset_info: |
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features: |
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- name: id |
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dtype: uint16 |
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- name: image |
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dtype: image |
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- name: mask |
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dtype: image |
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- name: width |
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dtype: uint16 |
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- name: height |
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dtype: uint16 |
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- name: shapes |
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sequence: |
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- name: type |
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sequence: string |
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- name: points |
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sequence: |
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sequence: float32 |
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- name: rotation |
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dtype: int32 |
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- name: occluded |
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dtype: int32 |
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- name: z_order |
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dtype: int32 |
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splits: |
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- name: train |
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num_bytes: 61160716.0 |
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num_examples: 22 |
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download_size: 60972963 |
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dataset_size: 61160716.0 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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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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# 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[our website](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=generated-passports-segmentation)** to 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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## 💴 Buy the Dataset: This is just an example of the data. Leave a request on the [our website](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=generated-passports-segmentation) to discuss your requirements, learn about the price and buy the dataset |
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### This is just an example of the data |
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## [Our Team](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=generated-passports-segmentation) provides high-quality data annotation tailored to your needs |
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