| --- |
| 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: 61160716.0 |
| 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 |
|
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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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|  |
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|
| ### 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](https://unidata.pro/datasets/synthetic-passports/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=generated-passports-segmentation)** 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 |
|
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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. |
|
|
| ### 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 |
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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. |
|
|
| ## 💴 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 |
|
|
| ### This is just an example of the data |
|
|
| ## [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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|
