---
license: cc-by-nc-nd-4.0
task_categories:
- image-classification
tags:
- iris recognition
- iris regions
- nir images
- biometric recognition
- iris patterns
size_categories:
- 1K<n<10K
---
# Human Iris Dataset
The dataset comprises **5,000+** high-quality iris images from **5,000+** individuals, captured for **iris recognition** and **biometric** tasks, with each person contributing left and right eye images to enable **verification** and **identification** algorithms. It supports classification of ocular structures, detection of attacks, and analysis of colors, textures, and unique irises for image processing and iris pattern analysis tasks.

 By utilizing this dataset researchers and developers can advance **recognition** methods, **identification**, and **verification algorithms** for devices - **[Get the data](https://unidata.pro/datasets/human-iris-images-biometric/?utm_source=huggingface&utm_medium=referral&utm_campaign=human-iris-images-biometric)**

## 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/human-iris-images-biometric/?utm_source=huggingface&utm_medium=referral&utm_campaign=human-iris-images-biometric) to discuss your requirements and pricing options.

## Example for the dataset
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F27063537%2Fb5536f912c4860caa954fd5b8750b31f%2Fid_1_left_m.jpg?generation=1777023917687734&alt=media)


Each image file is named using a unique identifier that encodes the individual's ID, eye side, and capture conditions. The images are accompanied by a CSV metadata file.

Researchers can utilize this dataset to explore recognition technology, biometrics, and spoofing detection methods that aim to prevent identity fraud and ensure reliable biometric verification.

## 🌐 [UniData](https://unidata.pro/datasets/human-iris-images-biometric/?utm_source=huggingface&utm_medium=referral&utm_campaign=human-iris-images-biometric) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects