datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Visual_Privacy_Dataset
VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection
Official dataset for the ICML 2026 paper
VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection
🌐 Project Page: https://vpd-100k.github.io/
📄 Paper: https://arxiv.org/abs/2605.10229
Overview
Visual privacy protection has become increasingly important as people continuously share images and live-stream videos online. Existing visual privacy datasets are generally… See the full description on the dataset page: https://huggingface.co/datasets/XiaoyuSunANU/Visual_Privacy_Dataset.qualcomm-interactive-video-dataset
Dataset Card for Qualcomm Interactive Video Dataset
This is a FiftyOne dataset with 2900 samples.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("Voxel51/qualcomm-interactive-video-dataset")
# Launch the App
session = fo.launch_app(dataset)… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/qualcomm-interactive-video-dataset.TALKtoME
TALKtoME: Educational Materials for Speech and Language Acquisition in Autism
This dataset contains image and video samples of action verbs and verb+noun pairs. It is designed to support machine learning tasks related to visual understanding, action recognition, and language grounding.
Dataset Structure
The dataset contains the following main folders:
action_verbs/images/: image samples organized by action verb categories.
action_verbs/videos/: video samples organized by… See the full description on the dataset page: https://huggingface.co/datasets/LSL-datasets/TALKtoME.facial-expression-recognition-dataset
Emotion recognition Dataset
Dataset comprises 199,955 images featuring 28,565 individuals displaying a variety of facial expressions. It is designed for research in emotion recognition and facial expression analysis across diverse races, genders, and ages.
By utilizing this dataset, researchers and developers can enhance their understanding of facial recognition technology and improve the accuracy of emotion classification systems. - Get the data
This dataset includes images… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/facial-expression-recognition-dataset.liveness-detection-dataset
Face Liveness Detection Dataset for Anti-Spoofing & PAD Certification
100,000+ spoofing videos for liveness detection
A comprehensive face liveness detection dataset for face anti-spoofing, biometric face recognition, and presentation attack detection (PAD) systems. Unlike narrow public benchmarks that cover only one or two attack types, this dataset combines all major presentation attack categories in a single resource: paper attacks, replay attacks, and 3D mask attacks (silicone… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/liveness-detection-dataset.Blockchain-Sensitive-Detect-Data
Blockchain-Sensitive-Detect-Data
English README
复旦大学附属儿科医院-区块链敏感信息检测项目的多模态完整测试数据集。
项目仓库：https://github.com/anyangsong/Blockchain-Sensitive-Detect
数据集：https://huggingface.co/datasets/anyangsong/Blockchain-Sensitive-Detect-Data
checkpoints：https://huggingface.co/anyangsong/Blockchain-Sensitive-Detect-Checkpoints
数据以原始文件夹组织，覆盖文本、音频、图像与视频等样本。
该仓库不提供统一的 CSV、Parquet 或 JSONL 清单；类别信息主要由目录名和文件名携带。
内容警告： 数据集包含辱骂、性内容、暴力、政治相关内容、误导性医疗信息、欺诈信息。使用者应仅在具备适当访问控制、伦理审查和当地法律依据的环境中处理这些内容。… See the full description on the dataset page: https://huggingface.co/datasets/anyangsong/Blockchain-Sensitive-Detect-Data.face-recognition-image-dataset
Image Dataset of face images for compuer vision tasks
Dataset comprises 500,600+ images of individuals representing various races, genders, and ages, with each person having a single face image. It is designed for facial recognition and face detection research, supporting the development of advanced recognition systems.
By leveraging this dataset, researchers and developers can enhance deep learning models, improve face verification and face identification techniques, and refine… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/face-recognition-image-dataset.celeba-spoof-dataset
Biometric Attack Dataset
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
We suggest you the dataset similar to CelebA Dataset but with photos of real people, additionally the dataset for face anti spoofing and face recognition includes not only images, but videos of the individuals!
The videos were gathered by capturing faces of genuine individuals presenting spoofs, using facial presentations. Our dataset proposes a novel approach that… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/celeba-spoof-dataset.3D_paper_mask_attack_dataset_for_Liveness
Liveness Detection Dataset: 3D Paper Mask Attacks
Paper mask attack dataset for training PAD and liveness detection models against low-cost 3D spoofing — 2,000+ videos on iOS and Android, ISO 30107-3 Level 1/2 attack category
What This Dataset Covers
2,000+ video recordings of 3D paper mask presentation attacks — masks with volumetric elements that simulate facial depth. Captured on iOS and Android devices, ~7 sec per video, with zoom-in/zoom-out phases for active… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/3D_paper_mask_attack_dataset_for_Liveness.face-re-identification-image-dataset
Dataset of face images with different angles and head positions
Dataset contains 23,110 individuals, each contributing 28 images featuring various angles and head positions, diverse backgrounds, and attributes, along with 1 ID photo. In total, the dataset comprises over 670,000 images in formats such as JPG and PNG. It is designed to advance face recognition and facial recognition research, focusing on person re-identification and recognition systems.
By utilizing this dataset… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/face-re-identification-image-dataset.print-attack-dataset
Liveness Detection Dataset: Photo Print attack dataset (3K individuals+)
What Is a Print Attack?
A print attack is a 2D presentation attack vector against face recognition and liveness detection systems, where an attacker presents a printed photo of a real person's face to a camera to deceive biometric authentication. Print attacks are the most common and accessible spoofing technique in face anti-spoofing research and represent the entry-level attack class tested in… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/print-attack-dataset.silicone-mask-dataset
Silicone Mask Dataset — 12,500+ Videos for Face Anti-Spoofing & Liveness Detection
A silicone mask presentation attack dataset for face anti-spoofing, liveness detection, and biometric face recognition systems. The dataset contains 12,500+ attack videos featuring 18 hyper-realistic silicone masks, designed for training and benchmarking presentation attack detection (PAD) models. Aligned with the ISO/IEC 30107-3 standard for biometric anti-spoofing and suitable for iBeta Level 2 PAD… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/silicone-mask-dataset.video-dataset-audio_dataset
Video Dataset - audio_dataset
Dataset Description
This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips. Combined from tasks: task06, task07, task08
Dataset Structure
frames/ — extracted frames (first frame from each segment)
segments/ — video clips for each annotation interval
annotations/ — original JSON annotation
transcriptions/ — transcription files… See the full description on the dataset page: https://huggingface.co/datasets/Quazitron420/video-dataset-audio_dataset.sea-turtle-behavior-data
Sea Turtle Behavior Data
Growing collection of supplementary data for the sea turtle breathing-behavior project. This repo
holds the underlying source material behind the labeled training/eval image dataset (link to be
added) and the trained classifier (link to be added), so results can be reproduced from raw
footage rather than only from already-processed crops.
Current contents: raw video
{camera}/{date}/{stem}.mp4 — 42 files, 1GB each (41.6GB total), covering… See the full description on the dataset page: https://huggingface.co/datasets/marko-barisic/sea-turtle-behavior-data.hispanic-people-liveness-detection-video-dataset
Biometric Attack Dataset, Hispanic People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of hispanic people. 32,600+ photos & video of 16,300 people from 20 countries. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic group.
The videos were gathered by capturing faces of genuine individuals… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/hispanic-people-liveness-detection-video-dataset.iBeta-Level-2-Certification-Dataset
Liveness Detection Dataset
Dataset comprises 32,300 videos featuring 6 types of attacks, including Real Person, 2D masks, 2D masks with eyeholes, latex masks, wrapped 3D masks, and silicone masks, ensuring 100% iBeta Level 2 certification compliance. Designed for rigorous biometric testing and liveness detection*.- Get the data
Dataset characteristics:
Characteristic
Data
Description
Videos of people for training algorithms to detect attempts to hack… See the full description on the dataset page: https://huggingface.co/datasets/ud-ibeta/iBeta-Level-2-Certification-Dataset.asian-people-liveness-detection-video-dataset
Biometric Attack Dataset, Asian People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of asian people. 30,600+ photos & video of 15,300 people from 32 countries. All people presented in the dataset are South Asian, East Asian or Middle Asian. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/asian-people-liveness-detection-video-dataset.caucasian-people-liveness-detection-dataset
Biometric Attack Dataset, Caucasian People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of сaucasian people. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic group.
The videos were gathered by capturing faces of genuine individuals presenting spoofs, using facial presentations. Our dataset… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/caucasian-people-liveness-detection-dataset.evaluation-dataset
DeepSafe Evaluation Dataset
Evaluation set for DeepSafe,
a deepfake detection benchmark.
Tiers
Tier
Samples
Generators
Size
Use
master_eval_small/
198
116
1.7 GB
smoke test, under 2 min
master_eval/
15,454
411
10 GB
the standard benchmark
master_eval_full/
45,954
411
25 GB
complete set
Medium tier composition: 9,954 image, 3,500 audio, 2,000 video.
from huggingface_hub import snapshot_download
snapshot_download("deepsafe/evaluation-dataset"… See the full description on the dataset page: https://huggingface.co/datasets/deepsafe/evaluation-dataset.Latex_Mask_dataset
Latex Mask Dataset for Face Anti-Spoofing and Liveness Detection
Anti spoofing dataset with Latex 3D mask attacks (5,000 videos) for iBeta 2. The Biometric Attack Dataset offers a robust solution for enhancing security in liveness detection systems by simulating 3D latex mask attacks. This dataset is invaluable for assessing and fine-tuning Passive Liveness Detection models, an essential step toward achieving iBeta Level 2 certification. By integrating diverse realistic presentation… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Latex_Mask_dataset.black-people-liveness-detection-video-dataset
Biometric Attack Dataset, Black People
The similar dataset that includes all ethnicities - Anti Spoofing Real Dataset
The dataset for face anti spoofing and face recognition includes images and videos of black people. The dataset helps in enchancing the performance of the model by providing wider range of data for a specific ethnic group.
The videos were gathered by capturing faces of genuine individuals presenting spoofs, using facial presentations. Our dataset proposes… See the full description on the dataset page: https://huggingface.co/datasets/UniqueData/black-people-liveness-detection-video-dataset.video-dataset-new-combined_dataset
Video Dataset - combined_dataset
Dataset Description
This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips. Combined from tasks: task01, task02, task03, task04, task05
Dataset Structure
frames/ — extracted frames (first frame from each segment)
segments/ — video clips for each annotation interval
annotations/ — original JSON annotation
transcriptions/ — transcription… See the full description on the dataset page: https://huggingface.co/datasets/Quazitron420/video-dataset-new-combined_dataset.MultiView-4D-Human-Motion-Dataset
Multi-View Continuous 4D Human Motion Dataset
Large-Scale 1080P Multi-View Human Motion Data for AI Research & Commercial Applications
10,000+
Total Hours
2,000+
Real-world Scenes
6,000+
Subject Instances
Dataset Scale
800+
Multi-Person Interactions (Hours)
2,200+
Dual-Person Actions (Hours)
7,000+… See the full description on the dataset page: https://huggingface.co/datasets/ZGTZ-2026/MultiView-4D-Human-Motion-Dataset.Visual_Privacy_Dataset
VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection
Official dataset for the ICML 2026 paper
VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection
🌐 Project Page: https://vpd-100k.github.io/
📄 Paper: https://arxiv.org/abs/2605.10229
Overview
Visual privacy protection has become increasingly important as people continuously share images and live-stream videos online. Existing visual privacy datasets are generally… See the full description on the dataset page: https://huggingface.co/datasets/Nikhil00718/Visual_Privacy_Dataset.video-dataset-task-02
Video Dataset - task-02
Dataset Description
This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips.
Dataset Structure
frames/ — extracted frames (first frame from each segment)
segments/ — video clips for each annotation interval
annotations/ — original JSON annotation
transcriptions/ — transcription files (full_transcription.txt + per segment)
dataset.csv — mapping… See the full description on the dataset page: https://huggingface.co/datasets/Quazitron420/video-dataset-task-02.AIME-Dataset
AIME: AI Multimedia Ethics Dataset
The AIME (AI Multimedia Ethics) dataset is a collection of images and videos generated by
Text-to-Image (T2I) and Text-to-Video (T2V) models, manually annotated for ethical/unethical content.
Access
This dataset is gated. To access it, please request approval on this page.Access is granted for non-commercial research purposes only.
Dataset Summary
The AIME dataset was created to study the risks of generative AI… See the full description on the dataset page: https://huggingface.co/datasets/DAISLab-Unisa/AIME-Dataset.palsynet-data
Dataset Card for Dataset Name
A data set of images of faces of people affected with Bell's palsy (Facial palsy).
Dataset Details
Dataset Description
A data set of images of faces of people affected with Bell's palsy (Facial palsy). Created using curating and editing publically available youtube videos. Also included are images from people not affected by it, using the same method.
License: CC-BY-4.0
Uses
Can be used to train image models to detect… See the full description on the dataset page: https://huggingface.co/datasets/jasir/palsynet-data.Silicone-Mask-Dataset
Silicone Mask Attack Dataset - 6,500+ videos
Dataset comprises 6,500+ videos of individuals wearing silicone masks, captured using 5 different devices. It is designed for research in presentation attacks, focusing on 3D masks, spoofing detection, and facial recognition challenges, particularly for achieving iBeta Level 2 certification. - Get the data
Dataset characteristics:
Characteristic
Data
Description
Videos of people in silicone masks training… See the full description on the dataset page: https://huggingface.co/datasets/ud-ibeta/Silicone-Mask-Dataset.video-dataset-combined_dataset
Video Dataset - combined_dataset
Dataset Description
This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips.
Dataset Structure
frames/ — extracted frames (first frame from each segment)
segments/ — video clips for each annotation interval
annotations/ — original JSON annotation
transcriptions/ — transcription files (full_transcription.txt + per segment)
dataset.csv —… See the full description on the dataset page: https://huggingface.co/datasets/Quazitron420/video-dataset-combined_dataset.video-dataset-anonim_test
Video Dataset - anonim_test
Dataset Description
This dataset contains video frames extracted from annotated video segments, along with annotations, transcriptions, and corresponding video clips.
Dataset Structure
frames/ — extracted frames (first frame from each segment)
segments/ — video clips for each annotation interval
annotations/ — original JSON annotation
transcriptions/ — transcription files (full_transcription.txt + per segment)
dataset.csv — mapping… See the full description on the dataset page: https://huggingface.co/datasets/Quazitron420/video-dataset-anonim_test.