datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sports-cards
Digital Card Magazine Dataset
This dataset contains sports card images and their associated metadata for training machine learning models in card recognition, text extraction, and value estimation.
Dataset Description
Dataset Summary
A comprehensive collection of sports card images and metadata, including:
Front and back card images
OCR-extracted text with confidence scores
AI-analyzed card attributes
Card details (player, team, year, etc.)
Vision API labels… See the full description on the dataset page: https://huggingface.co/datasets/GotThatData/sports-cards.vlmn_tartandrive100_scand50_coda25_spot100_sub5_full_augmentation_processed_10
Trajectory Ranking Dataset
This dataset contains trajectory ranking results for autonomous navigation scenarios.
Dataset Statistics
Total examples: 39558
Chunks processed: 40
Upload date: 2025-09-13T00:44:30.335177
Features
Image data with terrain analysis
Trajectory rankings and reasoning
Quality and diversity analysis
Terrain and trajectory descriptions
SportsAction
Dataset Card for MultiSports
Dataset Summary
Spatio-temporal action localization is an important and challenging problem in video understanding. Previous action detection benchmarks are limited in aspects of small numbers of instances in a trimmed video or low-level atomic actions. MultiSports is a multi-person dataset of spatio-temporal localized sports actions. Please refer to this paper for more details. Please refer to this repository for evaluation.… See the full description on the dataset page: https://huggingface.co/datasets/MCG-NJU/SportsAction.SportsHHI
Dataset Card for SportsHHI
Dataset Summary
SportsHHI is a dataset for video human-human interaction detection. Please refer to SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos for more details. Please refer to this repository for training and evaluation.
Supported Tasks and Leaderboards
Human-Human Interaction Detection
Details about training and evaluation can be found in the GitHub Repository.
Languages
The class labels… See the full description on the dataset page: https://huggingface.co/datasets/MCG-NJU/SportsHHI.SpotSFT-200k
SpotSFT-200k: Visual QA Dataset for Geo-localization Alignment
Project Page
Dataset Description
SpotSFT-200k is a large-scale multimodal instruction-tuning dataset comprising approximately 200,000 image-text pairs. It is designed for the Supervised Fine-Tuning (SFT) stage of the SpotAgent framework (Stage 1).
Unlike the subsequent SpotAgenticCoT dataset which focuses on complex tool use and reasoning, SpotSFT-200k aims to:
Inject Basic World Knowledge: Align the… See the full description on the dataset page: https://huggingface.co/datasets/jiafr1802/SpotSFT-200k.face-anti-spoofing
Face Antispoofing dataset for recognition systems
The dataset consists of 98,000 videos and selfies from 170 countries, providing a foundation for developing robust security systems and facial recognition algorithms.
While the dataset itself doesn't contain spoofing attacks, it's a valuable resource for testing liveness detection system, allowing researchers to simulate attacks and evaluate how effectively their systems can distinguish between real faces and various forms of… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/face-anti-spoofing.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.multi-material-fingerprint-spoofing
Fingerprint Spoofing
The dataset contains over 4,000+ photos from 100 people, consisting of fingerprints images and spoofing attacks created using various spoofing materials such as alginate, plasticine, and silicone. It serves as essential training data for biometric systems focused on fingerprint recognition and spoof detection.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in biometric security and spoof detection… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/multi-material-fingerprint-spoofing.biometric-fingerprint-spoofing
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… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/biometric-fingerprint-spoofing.Anti_Spoofing_Cut_print_attack
Cut 2D Masks Presentation Attack Detection for Liveness Detection (2K+ individuals)
Liveness Detection Dataset with video attacks with printed 2D masks. This dataset focuses on cutout photo print attacks which might be used by iBeta and NIST FATE to assess liveness detection algorithms. This dataset is tailored for training AI models to identify a variation of cutout 2D print attack
Full version of dataset is availible for commercial usage - leave a request on our… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Anti_Spoofing_Cut_print_attack.2d-paper-mask-face-anti-spoofing
Cut-Out Paper Mask Face Spoofing Dataset
3,000 videos of partial 2D paper mask attacks from 50 participants, recorded on Galaxy A54 and iPhone 14 Pro. Built for training and evaluating face anti-spoofing, liveness detection, and presentation attack detection systems.
Full dataset for commercial use — request a license at axonlab.ai
Why Cut-Out Masks Are a Harder Problem
Standard print attack and paper mask datasets use full-face photo printouts. Cut-out masks are… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/2d-paper-mask-face-anti-spoofing.Mannequin_Dataset_Anti_Spoofing
3D Mannequin Face Dataset for Liveness Detection (1K+ pictures)
Explore 3D mannequins for anti-spoofing models (1000+ images)
Share your feedback - recieve additional samples for free!😊
Full version of dataset is availible for commercial usage - leave a request on our website Axon Labs to purchase the dataset 💰
Our 3D Mannequin Anti-Spoofing Dataset provides a comprehensive collection of mannequin images, optimized for enhancing liveness detection models in face anti-spoofing.… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Mannequin_Dataset_Anti_Spoofing.SpotAgenticCoT
SpotAgenticCoT: Agentic Trajectories for Visual Geo-localization
Project Page
Dataset Description
SpotAgenticCoT (specifically referring to the SpotAgenticCoT-6k subset described in the paper) is a high-quality dataset of ~6,000 agentic reasoning trajectories designed for visual geo-localization tasks.
Unlike traditional geo-localization datasets that only provide image-coordinate pairs, SpotAgenticCoT contains full ReAct (Reasoning + Acting) traces. Each sample… See the full description on the dataset page: https://huggingface.co/datasets/jiafr1802/SpotAgenticCoT.Anti-Spoofing-Real-Videos
Face Anti Spoofing Dataset - 98 000+ files
Dataset features 98,000+ files of real photos and videos of people from 170+ countries, representing 70,000+ unique individuals. By leveraging this dataset, developers can enhance spoofing detection techniques, improve recognition systems, and deploy anti-spoofing algorithms capable of preventing fraud in deep learning-based solutions.- Get the data
Dataset characteristics:
Characteristic
Data
Description
Live… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/Anti-Spoofing-Real-Videos.print-cardboard-mask-face-spoofing
Cardboard Mask Face Anti-Spoofing Dataset
3,000 videos from 50 participants of print cardboard mask attacks with real accessories - wigs, hats, glasses. Recorded on iPhone 12, iPhone 14 Pro, and Samsung S23. Built for training and evaluating face anti-spoofing, liveness detection, and presentation attack detection systems
Full dataset for commercial use — request a license at axonlab.ai
Why Accessory-Enhanced Masks Are a Harder Problem
Standard print attack datasets… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/print-cardboard-mask-face-spoofing.milly-imagesA collection of images from a very silly cat, these are all from @fatfatmillycat in twitter. Intended to be used with stable-diffusion-v1-4
olympic-vision-100-sports
Olympic Vision: 100 Sports Classification
Dataset Summary
A public, viewer-ready educational challenge dataset. Host-only scoring data and hidden targets are excluded.
Splits
Split
Examples
Description
train
13,992
Labeled training data
test
500
Public inputs with withheld target labels or annotations
Data Fields
Field
Type
image
Image
image_id
string
label
string (test sentinel: unlabeled)… See the full description on the dataset page: https://huggingface.co/datasets/hoangbang/olympic-vision-100-sports.sportwear_lineart_dataset
Sportwears Mates Lineart Dataset
Now this is a different type of image dataset.
Here it's not beautiful images, nor taggings.
These are spreadsheets in multiple views of sportsman in sportswear.
Oh, I admit this soundtrack sounds epic now (non-commercial, not part of license, no derivative work allowed)
Title: Stand As One (Stadium Chant Edition)
Despite not being exactly good for image generative models (which generate images), the idea is the other end of such chain.
It… See the full description on the dataset page: https://huggingface.co/datasets/eastenddan/sportwear_lineart_dataset.biometric-fingerprint-spoofing
Fingerprint Spoofing Dataset 5,000 photos
Dataset contains 5,000+ high-quality fingerprint images capturing real fingerprints and multiple spoofing fingerprint attack types, including print and replay scenarios. 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.- Get the data
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/biometric-fingerprint-spoofing.sponsr
Dataset Card for Sponsr.ru
Dataset Summary
This dataset contains 44,138 posts from Sponsr.ru, a Russian platform for selling content by subscription. The dataset includes metadata for various projects, posts, and content types, with details about paywalled and free content.
Languages
The dataset is primarily in Russian (ru).
Dataset Structure
Data Splits
The dataset is divided into two main splits:
metadata: 44,138 entries of project and… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/sponsr.multi-material-fingerprint-spoofing
Fingerprint Spoofing Dataset 4,000 photos
The dataset contains 4,000+ fingerprint images from 100 individuals, captured with a ZKTeco ZK9500 optical scanner and including real fingerprints and spoofing attacks created with alginate, plasticine, and silicone materials. It includes metadata (gender, age, finger, hand, device) and supports biometric security research, presentation attack detection, spoof detection, and fingerprint recognition model training.- Get the data… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/multi-material-fingerprint-spoofing.