datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
synthetic_us_passports_easy
Synthetic US Passports (Hard)
This dataset is designed to evaluate VLMs transcription capabilities by using a well-known and straightforward document type: passports.
More specifically, it requires VLMs to be robust to:
tilted documents
high-resolution image with a small region of interest (since the passport only takes up a part of the image)
Note: there is a "sister" version of this dataset with some Augraphy augmentations (See:… See the full description on the dataset page: https://huggingface.co/datasets/arnaudstiegler/synthetic_us_passports_easy.generated-passports-segmentation
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… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/generated-passports-segmentation.passportsSource - https://www.dropbox.com/s/omintwb3k2h46kk/passport_dataset.zip
synthetic_us_passports_hard
Synthetic US Passports (Hard)
This dataset is designed to evaluate VLMs transcription capabilities by using a well-known and straightforward document type: passports.
More specifically, it requires VLMs to be robust to:
tilted documents
high-resolution image with a small region of interest (since the passport only takes up a part of the image)
HARD VERSION ONLY: noise injected using the Augraphy package, leading to a much more difficult transcription
Note: there is a "sister"… See the full description on the dataset page: https://huggingface.co/datasets/arnaudstiegler/synthetic_us_passports_hard.v2_synthetic_us_passports_easyv2_synthetic_us_passports_hardjapanese-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction
The Synthetic Japan Passports Dataset brings together more than 1,000 AI-generated passport images, purpose-built for training OCR and computer vision models on identity documents. Since the data is entirely synthetic —… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/japanese-passports.indian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction
The Synthetic India Passports Dataset assembles more than 1,000 AI-generated passport images intended for training OCR and computer vision models on identity documents. Because every record is fully synthetic — with no… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/indian-passports.israeli-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Israel
The Synthetic Israel Passports Dataset compiles more than 1,000 AI-generated passport images intended for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/israeli-passports.philippine-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Philippines
The Synthetic Philippines Passports Dataset assembles more than 1,000 AI-generated passport images created for training OCR and computer vision models on identity documents. Every record is fully synthetic… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/philippine-passports.ukrainian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Ukraine
The Synthetic Ukraine Passports Dataset compiles more than 1,000 AI-generated passport images created for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/ukrainian-passports.saudi-arabian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Saudi Arabia
The Synthetic Saudi Arabia Passports Dataset compiles more than 1,000 AI-generated passport images built for training OCR and computer vision models on identity documents. Every record is fully synthetic… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/saudi-arabian-passports.usa-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - USA
The Synthetic USA Passports Dataset brings together more than 1,000 AI-generated passport images created for training OCR and computer vision systems on identity documents. Each record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/usa-passports.passportsSource - https://www.dropbox.com/s/omintwb3k2h46kk/passport_dataset.zip
korean-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - South Korea
The Synthetic South Korea Passports Dataset assembles more than 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Each record is fully synthetic… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/korean-passports.usa_passports_ocr_funsdprinted-usa-passports
Introduction
The Synthetic Printed USA Passports Dataset contains 9,600 AI-generated passport images designed for training OCR and computer vision models on identity documents. The dataset includes varied angles, lighting conditions, backgrounds, and distances, with structured metadata covering gender, age group, resolution, and more. All images are synthetically generated — no real personal data or biometric records are involved — making it a privacy-compliant solution for… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/printed-usa-passports.luxembourgian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Luxembourg
The Synthetic Luxembourg Passports Dataset assembles more than 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Each record is fully synthetic, so… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/luxembourgian-passports.vietnamese-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Vietnam
The Synthetic Vietnam Passports Dataset gathers more than 1,000 AI-generated passport images tailored for training OCR and computer vision pipelines on identity documents. Every entry is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/vietnamese-passports.dutch-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Netherlands
The Synthetic Netherlands Passports Dataset gathers more than 1,000 AI-generated passport images crafted for training OCR and computer vision systems on identity documents. Each record is fully synthetic… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/dutch-passports.indonesian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Indonesia
The Synthetic Indonesia Passports Dataset compiles more than 1,000 AI-generated passport images created for training OCR and computer vision models on identity documents. Each record is fully synthetic, so… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/indonesian-passports.cypriot-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Cyprus
The Synthetic Cyprus Passports Dataset assembles more than 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/cypriot-passports.printed-german-passports
Introduction
The Synthetic Printed German Passports Dataset contains 5,000 AI-generated passport images built for training OCR and computer vision models on printed identification documents. Each image is captured across 3 angles, 4 lighting conditions, 4 backgrounds, and 2 distances, with structured metadata covering passport ID, gender, age group, and more. Since all images are synthetically generated, the dataset contains no real personal data or biometric records — making it… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/printed-german-passports.german-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Germany
The Synthetic Germany Passports Dataset brings together more than 1,000 AI-generated passport images built for training OCR and computer vision systems on identity documents. Each record is fully synthetic, so… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/german-passports.turkish-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction
The Synthetic Turkey Passports Dataset offers more than 1,000 AI-generated passport images, designed to support the training of OCR and computer vision models on identity documents. Because every record is fully… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/turkish-passports.chinese-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - China
The Synthetic China Passports Dataset brings together more than 1,000 AI-generated passport images, purpose-built for training OCR and computer vision systems on identity documents. Because every record is… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/chinese-passports.uae-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - UAE
The Synthetic UAE Passports Dataset assembles more than 1,000 AI-generated passport images built for training OCR and computer vision models on identity documents. Each record is fully synthetic, so the dataset… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/uae-passports.brazilian-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Brazil
The Synthetic Brazil Passports Dataset brings together over 1,000 AI-generated passport images designed for training OCR and computer vision systems on identity documents. Every record is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/brazilian-passports.qatari-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction - Qatar
The Synthetic Qatar Passports Dataset assembles more than 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Every entry is fully synthetic, so the… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/qatari-passports.french-passports
Disclaimer: All passport images and associated data in this dataset are synthetically generated and do not correspond to real individuals. Any names, numbers, or personal details are fictional and used solely for research and development purposes.
Introduction
The Synthetic France Passports Dataset features over 1,000 AI-generated passport images crafted for training OCR and computer vision models on identity documents. Because every record is fully synthetic — containing no… See the full description on the dataset page: https://huggingface.co/datasets/ud-synthetic/french-passports.