Upload folder using huggingface_hub

.gitattributes

@@ -0,0 +1,90 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+Print/1_1_print_left_ip15p_m.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_1_print_right_ip15p_g.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_2_print_left_ip15p_m.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_2_print_right_ip15p_g.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_3_print_left_ip15p_m.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_3_print_right_ip15p_g.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_4_print_left_ip15p_m.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_4_print_right_ip15p_g.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_5_print_left_ip15p_m.JPG filter=lfs diff=lfs merge=lfs -text
+Print/1_5_print_right_ip15p_g.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_1_left_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_1_right_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_2_left_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_2_right_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_3_left_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_3_right_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_4_left_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_4_right_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_5_left_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Real/1_5_right_real[[:space:]]_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_1_replay_left_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_1_replay_right_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_2_replay_left_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_2_replay_right_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_3_replay_left_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_3_replay_right_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_4_replay_left_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_4_replay_right_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_5_replay_left_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text
+Replay/1_5_replay_right_ip15p_ip15p.JPG filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,39 @@
+---
+license: cc-by-nc-nd-4.0
+task_categories:
+- image-classification
+tags:
+- fingerprint spoofing
+- biometric spoofing
+- fingerprints
+- biometric security
+size_categories:
+- 1K<n<10K
+---
+
+# Fingerprint Spoofing
+The dataset comprises **5,000+** high-quality fingerprint images collected from **100** individuals (**ten fingers per person**) captured using multiple fingerprint scanners and biometric sensors. Designed for **spoofing detection** and **liveness detection** tasks, the fingerprint dataset provides labeled biometric data from different devices and fingers to train and evaluate **biometric security** and **fingerprint recognition** systems.
+
+By utilizing this data, researchers and developers can advance their understanding and capabilities in **detecting spoofing** attempts and enhancing **user authentication** technologies. - **[Get the data](https://unidata.pro/datasets/biometric-fingerprint-spoofing/?utm_source=huggingface&utm_medium=referral&utm_campaign=biometric-fingerprint-spoofing)**
+
+## 💵 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/biometric-fingerprint-spoofing/?utm_source=huggingface&utm_medium=referral&utm_campaign=biometric-fingerprint-spoofing) to discuss your requirements and pricing options.
+## Example of the data
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F27063537%2F3de1c15936512958d83288114db5c1f3%2F2.png?generation=1772434579970881&alt=media)
+
+Researchers can utilize this dataset to explore detection algorithms and pattern recognition methods that aim to prevent fake biometric attempts and improve authentication processes in biometric systems.
+
+## Frequently Asked Questions
+
+### What is this fingerprint spoofing dataset used for?
+
+This fingerprint dataset is designed for training and evaluating AI models for fingerprint spoofing, liveness detection, biometric authentication, and presentation attack detection (PAD). It helps researchers and developers improve fingerprint recognition systems by distinguishing genuine fingerprints from spoofing attempts.
+
+### What types of fingerprint spoofing attacks are included?
+
+The dataset contains three labeled fingerprint presentation scenarios: real, print, and replay. These samples enable researchers to develop and evaluate AI models capable of distinguishing genuine fingerprints from common fingerprint spoofing attacks used to bypass biometric authentication systems.
+
+### Who can benefit from this fingerprint dataset?
+
+This dataset is valuable for biometric security companies, AI researchers, authentication platform developers, fingerprint scanner manufacturers, cybersecurity teams, financial institutions, government agencies, and academic researchers working on fingerprint recognition and anti-spoofing technologies.
+
+## 🌐 [UniData](https://unidata.pro/datasets/biometric-fingerprint-spoofing/?utm_source=huggingface&utm_medium=referral&utm_campaign=biometric-fingerprint-spoofing) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects.