Datasets:
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---
license: cc-by-nc-nd-4.0
task_categories:
- image-classification
tags:
- Re-identification
- Facial Recognition
- Computer Vision
- Security
- iBeta
size_categories:
- 10K<n<100K
---
# Document Dataset - 65,000+ photos
The dataset contains **65,000+** photos of **5,000+** people from **40+** countries, featuring selfie images paired with identity documents for **facial recognition**, **Know Your Customer (KYC)**, and **re-identification** tasks. It is designed to enhance **verification systems**, improve **recognition models**, and support **biometric research**. — **[Get the data](https://unidata.pro/datasets/selfie-with-id/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset)**
## Dataset characteristics:
| **Characteristic** | **Data** |
|--------------------------|--------------------------------------------------------------------------|
| **Description** | Photos of individuals and their identification documents for facial recognition tasks. |
| **Data types** | Image |
| **Tasks** | Face recognition, Computer Vision, Biometric Verification |
| **Total images** | 65,000+ |
| **Total people** | 5,000+ |
| **Files per set** | 15 (13 selfies + 2 document photos) |
| **Labeling** | Metadata (age, gender, ethnicity) + technical characteristics |
| **Gender distribution** | Male, Female |
| **Ethnicity** | Caucasian (90%), African (10%) |
| **Countries covered** | 40+ |
| **Document types** | Passports, driver licenses, student cards, health certificates, bank/transport cards, etc. |
### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/selfie-with-id/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset) to discuss purchase terms.
## Dataset structure
- files — а folder of people's photos
- Selie_ID — file contains metadata for all individuals in the dataset.
### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/selfie-with-id/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset)
## Similar Datasets:
1. [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset)
2. [Face Re-identification Image Dataset](https://unidata.pro/datasets/face-re-identification-image-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset)
3. [2D Printed Photos Attacks and Replay Attacks Images Dataset](https://unidata.pro/datasets/2d-printed-photos-attacks-and-replay-attacks-images-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset)
## 🌐 [UniData](https://unidata.pro/datasets/selfie-with-id/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=Selfie-and-ID-Dataset) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success.
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