datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Military-Aircraft-Recognition-datasetThis is a remote sensing image Military Aircraft Recognition dataset that include 3842 images, 20 types, and 22341 instances annotated with horizontal bounding boxes and oriented bounding boxes.
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.Human_Action_Recognition
Dataset Summary
A dataset from kaggle. origin: https://dphi.tech/challenges/data-sprint-76-human-activity-recognition/233/data
Introduction
The dataset features 15 different classes of Human Activities.
The dataset contains about 12k+ labelled images including the validation images.
Each image has only one human activity category and are saved in separate folders of the labelled classes
PROBLEM STATEMENT
Human Action Recognition (HAR) aims to understand… See the full description on the dataset page: https://huggingface.co/datasets/Bingsu/Human_Action_Recognition.sudoku-image-recognition
Dataset Card for Sudoku Image Recognition
Images of Sudoku puzzles for puzzle recognition. This dataset was used to bootstrap the Sudoku OCR engine.
Dataset Details
Dataset Description
This dataset consists of 1400 labelled images of Sudoku puzzles. It is intended for training and evaluating a system that can automatically determine the state of each cell in the puzzle: whether it is solved or unsolved, and which digits it contains. The images are split into… See the full description on the dataset page: https://huggingface.co/datasets/Lexski/sudoku-image-recognition.viewpoint-aware-pig-posture-recognition
Viewpoint-Aware Pig Posture Recognition Dataset
This dataset supports multi-camera, viewpoint-aware pig posture recognition in livestock barn environments. It contains real-world pig images, bounding box annotations, posture class labels, and per-instance camera viewpoint angles (azimuth and elevation) derived from PnP-based camera calibration.
Code: Anil-Bhujel/viewpoint-aware-pig-posture-recognition on GitHub
Dataset Summary
Images were captured from 2… See the full description on the dataset page: https://huggingface.co/datasets/anilbhujel/viewpoint-aware-pig-posture-recognition.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.palm-recognition-dataset24,000 high-quality images from 2,000 diverse participants worldwide - smartphone palm recognition dataset for biometric authentication
Participants & Demographics
2,000 diverse participants from multiple countries
Balanced gender representation
6+ ethnic groups: Black, South Asian, Caucasian, Arab/Middle Eastern, Hispanic, East Asian
Age range: Under 20 to 50+ years
Both right-handed and left-handed individuals
Image Capture
Smartphone-based: 200+ different models… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/palm-recognition-dataset.MAHE_deepfake_recognition_datasetThis dataset is for different educational experiments of deepfake images classification.
It consists of the small datasets with various original and deepfake scenes (faces, animation, urban scenes and others):
Columbia Uncompressed Image Splicing Dataset
Kaggle Deepfake Dataset Challenge
CommunityForensics-Small
multi-label-food-recognition
Multi-Label Food Recognition Dataset
This is a multi-label food recognition dataset generated from single-class food images.
Each image contains 2-5 different food items composited together using natural composition methods.
Dataset Details
Total Images: 13,000
Training Images: 10,400 (80%)
Validation Images: 2,600 (20%)
Number of Classes: 90
Labels per Image: 2-5 labels
Image Format: RGB, 512x512 pixels
File Format: Parquet
Dataset Structure
Each sample… See the full description on the dataset page: https://huggingface.co/datasets/ibrahimdaud/multi-label-food-recognition.facial-emotion-recognition-datasetThe dataset consists of images capturing people displaying 7 distinct emotions
(anger, contempt, disgust, fear, happiness, sadness and surprise).
Each image in the dataset represents one of these specific emotions,
enabling researchers and machine learning practitioners to study and develop
models for emotion recognition and analysis.
The images encompass a diverse range of individuals, including different
genders, ethnicities, and age groups*. The dataset aims to provide
a comprehensive representation of human emotions, allowing for a wide range of
use cases.letter_recognition
Dataset Card for "letter_recognition"
Images in this dataset was generated using the script defined below. The original dataset in CSV format and more information of the original dataset is available at A-Z Handwritten Alphabets in .csv format.
import os
import pandas as pd
import matplotlib.pyplot as plt
CHARACTER_COUNT = 26
data = pd.read_csv('./A_Z Handwritten Data.csv')
mapping = {str(i): chr(i+65) for i in range(26)}
def generate_dataset(folder, end, start=0):
if not… See the full description on the dataset page: https://huggingface.co/datasets/pittawat/letter_recognition.raw-food-recognition
Merged Raw Food Recognition Dataset
Dataset Description
This dataset is a comprehensive compilation of three publicly available food recognition datasets, merged and curated for raw food recognition tasks. The dataset contains images of various raw food items including fruits, vegetables, dairy products, and beverages, intended for educational purposes and the development of image recognition models.
Purpose
This dataset is created for educational purposes only… See the full description on the dataset page: https://huggingface.co/datasets/ibrahimdaud/raw-food-recognition.Black_People_Face_Recognition
Black people Face Detection Dataset: 3M+ Identities
Large human faces dataset for face recognition models (10M+ images)
Share with us your feedback and 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 💰
Dataset targeting 1:N and 1:1 NIST face recognition tests. Dataset contains 3M individuals, each with 3-5 images containing their faces
The dataset is “cleaned” and has… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/Black_People_Face_Recognition.IMDB-Face-Recognition
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/silk-road/IMDB-Face-Recognition.face-recognition-dataset
Face Recognition Dataset
Commercial collection of 100,000+ portrait images with multi-ethnic demographic coverage
Dataset Summary
The Axon Labs Face Recognition Dataset is one of the largest commercial face recognition collections available with guaranteed commercial-use licensing, featuring:
100,000+ high-quality face images
Multi-ethnic demographic coverage across nationalities and ethnicities
Balanced gender distribution
Wide age range from adults to seniors
Varied… See the full description on the dataset page: https://huggingface.co/datasets/Amanprime/face-recognition-dataset.Amusement-Park-Game-Facility-Recognition-Image-Dataset
Amusement Park Game Facility Recognition Image Dataset
In the retail e-commerce sector, as consumer demand for amusement park facilities increases, merchants face challenges in quickly identifying and managing various facilities. Existing image recognition technologies still lack in accuracy and speed, especially in scenarios with diverse facility combinations. This dataset aims to enhance the precision and efficiency of amusement park facility recognition, satisfying the business… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Amusement-Park-Game-Facility-Recognition-Image-Dataset.historical-face-recognition-datasetHistorical face dataset for temporal face recognition research. This temporal face dataset pairs current selfies with archive selfies (5+ years old), enabling research on face aging, historical face recognition, and temporal analysis of facial features
7,000+ people, 70,000+ images: current selfies + archive photos
Contact us and share your feedback - recieve additional samples for free! 😊
Real Multi-Year Temporal Coverage
Archive photos from 6 months to 10+ years… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/historical-face-recognition-dataset.Infant-Sleep-Posture-Recognition-Image-Dataset
Infant Sleep Posture Recognition Image Dataset
Currently, there are many challenges in improving infant sleep safety, including the difficulty of assessing posture and monitoring sleep status without affecting normal infant sleep. Existing monitoring equipment often relies on clothing sensors, which may cause discomfort and excessive interference. This dataset aims to address the risk of asphyxiation caused by incorrect infant sleep posture through visual recognition technology… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Infant-Sleep-Posture-Recognition-Image-Dataset.palm-recognition-dataset24,000 high-quality images from 2,000 diverse participants worldwide - smartphone palm recognition dataset for biometric authentication
Participants & Demographics
2,000 diverse participants from multiple countries
Balanced gender representation
6+ ethnic groups: Black, South Asian, Caucasian, Arab/Middle Eastern, Hispanic, East Asian
Age range: Under 20 to 50+ years
Both right-handed and left-handed individuals
Image Capture
Smartphone-based: 200+ different models… See the full description on the dataset page: https://huggingface.co/datasets/kartikchaudhary07/palm-recognition-dataset.face-recognition-dataset
Face Recognition Dataset
Commercial collection of 100,000+ portrait images with multi-ethnic demographic coverage
Dataset Summary
The Axon Labs Face Recognition Dataset is one of the largest commercial face recognition collections available with guaranteed commercial-use licensing, featuring:
100,000+ high-quality face images
Multi-ethnic demographic coverage across nationalities and ethnicities
Balanced gender distribution
Wide age range from adults to seniors
Varied… See the full description on the dataset page: https://huggingface.co/datasets/AxonData/face-recognition-dataset.svhn-digit-recognition
🔢 Street View House Numbers (SVHN) Digit Recognition Pipeline
This repository hosts the dataset layer and acts as an integration hub for a modular, production-ready machine learning pipeline. The project is designed to classify cropped house numbers from street-view imagery using deep learning architectures.
📂 Project Structure
svhn_digit_recognition/
│
├── data/
│ ├── raw/ # Original, immutable data dump (.h5 file)
│ └── processed/… See the full description on the dataset page: https://huggingface.co/datasets/gabriellidenor/svhn-digit-recognition.Hair-Dryer-Nozzle-Type-Recognition-Dataset
Hair Dryer Nozzle Type Recognition Dataset
In the current retail e-commerce industry, there is a growing need for accurate product classification to enhance customer shopping experiences. However, existing solutions often struggle with classifying various hair dryer nozzle types due to high variability in design and appearance. This dataset aims to address the technical challenge of recognizing and categorizing nozzle types, which is crucial for improving product recommendations and… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Hair-Dryer-Nozzle-Type-Recognition-Dataset.Mold-Template-Defect-Recognition-Dataset
Mold Template Defect Recognition Dataset
In the industrial sector, mold quality inspection is crucial for ensuring product integrity but faces challenges such as inconsistent defect detection and high rates of false negatives. Existing solutions often rely on manual inspection, which is time-consuming and prone to human error, leading to inefficiencies. This dataset aims to address these challenges by providing a comprehensive collection of labeled images that enhance machine… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Mold-Template-Defect-Recognition-Dataset.Pansy-Recognition-Image-Dataset
Pansy Recognition Image Dataset
Currently, garden management faces the challenge of efficiently and accurately identifying flower varieties. Traditional manual identification relies on experience and is inefficient. Existing image recognition technologies still need improvement in the accuracy of specific flower types, especially in complex backgrounds. This dataset aims to address common accuracy deficiencies in pansy recognition by providing a large number of high-quality images… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Pansy-Recognition-Image-Dataset.Disaster_Recognition_RemoteSense_EN_CN_JA
xView2 Multi-Language Disaster Recognition Dataset
This dataset is derived from the xBD (xView2) Building Damage Assessment Dataset and has been reformatted for Vision-Language Model (VLM) training with multi-language support.
📊 Dataset Overview
This dataset contains satellite imagery paired with multi-language conversational annotations for disaster recognition tasks. It supports three languages: English, Chinese (中文), and Japanese (日本語).
Dataset Splits… See the full description on the dataset page: https://huggingface.co/datasets/xn67744/Disaster_Recognition_RemoteSense_EN_CN_JA.palm-recognition-dataset24,000 high-quality images from 2,000 diverse participants worldwide - smartphone palm recognition dataset for biometric authentication
Participants & Demographics
2,000 diverse participants from multiple countries
Balanced gender representation
6+ ethnic groups: Black, South Asian, Caucasian, Arab/Middle Eastern, Hispanic, East Asian
Age range: Under 20 to 50+ years
Both right-handed and left-handed individuals
Image Capture
Smartphone-based: 200+ different models… See the full description on the dataset page: https://huggingface.co/datasets/abhay2005gupta/palm-recognition-dataset.Infant-Sleep-Posture-Recognition-Image-Dataset
Infant Sleep Posture Recognition Image Dataset
Currently, there are many challenges in improving infant sleep safety, including the difficulty of assessing posture and monitoring sleep status without affecting normal infant sleep. Existing monitoring equipment often relies on clothing sensors, which may cause discomfort and excessive interference. This dataset aims to address the risk of asphyxiation caused by incorrect infant sleep posture through visual recognition technology… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Infant-Sleep-Posture-Recognition-Image-Dataset.Traffic-Congestion-Recognition-Dataset
Traffic Congestion Recognition Dataset
The main challenge currently faced by the transportation industry is the increasingly severe urban congestion problem, leading to low traffic efficiency and aggravated environmental pollution. Existing traffic monitoring systems often rely on static data, lacking real-time performance and flexibility. To solve this problem, this dataset aims to provide high-quality congestion recognition data to support real-time decision-making and management… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Traffic-Congestion-Recognition-Dataset.hand-gesture-recognition
Movement Recognition Dataset - 10k+ videos
Dataset comprises 10,000+ videos of people demonstrating 5 distinct hand gestures, designed for advancing gesture recognition systems and improving recognition technology. It is ideal for training real-time recognition software, improving control systems, and exploring 3D models of hand pose and finger movements. - Get the data
Dataset characteristics:
Characteristic
Data
Description
Each video shows a person… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/hand-gesture-recognition.Black_People_Face_Recognition
Black people Face Detection Dataset: 3M+ Identities
Large human faces dataset for face recognition models (10M+ images)
Share with us your feedback and 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 💰
Dataset targeting 1:N and 1:1 NIST face recognition tests. Dataset contains 3M individuals, each with 3-5 images containing their faces
The dataset is “cleaned” and has… See the full description on the dataset page: https://huggingface.co/datasets/wanjavwa/Black_People_Face_Recognition.