datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
university-1652
University-1652: Drone-based Geo-localization Benchmark 🚁
University-1652 is a multi-view dataset for drone-based geo-localization, annotating 1652 buildings across 72 universities (ACM Multimedia 2020, paper). Cited in 500+ papers, it supports Drone → Satellite localization and Satellite → Drone navigation.
🔗 Official code & baseline: layumi/University1652-Baseline
· Leaderboard: State-of-the-art results
🔐 Access
This dataset is gated: click "Request… See the full description on the dataset page: https://huggingface.co/datasets/layumi/university-1652.monash_tsfMonash Time Series Forecasting Repository which contains 30+ datasets of related time series for global forecasting research. This repository includes both real-world and competition time series datasets covering varied domains.aozorabunko-clean
Overview
This dataset provides a convenient and user-friendly format of data from Aozora Bunko (青空文庫), a website that compiles public-domain books in Japan, ideal for Machine Learning applications.
[For Japanese] 日本語での概要説明を Qiita に記載しました: https://qiita.com/akeyhero/items/b53eae1c0bc4d54e321f
Methodology
The code to reproduce this dataset is made available on GitHub: globis-org/aozorabunko-exctractor.
1. Data collection
We firstly downloaded the CSV file that… See the full description on the dataset page: https://huggingface.co/datasets/globis-university/aozorabunko-clean.UniversityUniversity-HMER-RealClassroom
University HMER RealClassroom
University HMER RealClassroom is a curated dataset of 1,636 handwritten
university-calculus expressions captured under practical classroom-style conditions.
Each image is paired with a manually reviewed tokenized LaTeX transcription and
structured metadata describing expression family and sequence-length difficulty.
This initial Hub release is private while ownership, privacy, annotation quality, and
licensing are reviewed. The current license:… See the full description on the dataset page: https://huggingface.co/datasets/tuan3110/University-HMER-RealClassroom.Malaysia-University-Eprints
Malaysia-University-Eprints
Consolidate Malaysia university eprints.
Rustins_Super_Mega_Awesome_VEDU_Model
Rustin's Super Mega Awesome VEDU Model
A reproducible, heavily-documented pipeline that maps Ventenata dubia ("VEDU", an invasive
winter-annual grass) across Montana from satellite + environmental data.
Science reference: docs/VEDU_48_predictors_detailed.md
Data decisions & gotchas: docs/CONTRADICTIONS.md
Parity with the Earth Engine build: docs/GEE_PARITY.md
Continue-the-build guide: docs/HANDOFF.md
Label inventory: docs/DATA_SOURCES.md
What it produces
57… See the full description on the dataset page: https://huggingface.co/datasets/UniversityOfMontanaSAL/Rustins_Super_Mega_Awesome_VEDU_Model.chest-xrays-indiana-universityENADE_Brazilian_national_university_examination_MCQ_483University1652Fixed name chars
University-level_Mathematics_Physics_Chemistry_Computer_Science_Reasoning_Corpus
Title
University-level Mathematics, Physics, Chemistry, Computer Science Reasoning Corpus
Size
200,000+ text+ multimodal university-level problems, each with step-by-step solutions and final answers
Format
Natural language explanations with multimodal samples include images (graphs, diagrams, etc.)
Subject
Mathematics, Physics, Chemistry, Computer Science
Labeling Details
Question ID/Question Stem (Full text/content) /Subject/Question Type… See the full description on the dataset page: https://huggingface.co/datasets/DataoceanAI/University-level_Mathematics_Physics_Chemistry_Computer_Science_Reasoning_Corpus.alitaqi000_world-university-rankings-2023
World University Rankings 2023
World University Rankings 2023 include 1,799 universities across 104 countries.
Dataset Info
Source: Kaggle
Original Size: 0.07 MB
Kaggle Downloads: 8,164
Files: 1
Files
World University Rankings 2023.csv
Mirrored from Kaggle
IIT-Banaras-Hindu-University-Varanasi-Drone-PhotosAerial Image Capture from Drone of Banaras Hindu University as in 2017/2019
hkcancorThe Hong Kong Cantonese Corpus (HKCanCor) comprise transcribed conversations
recorded between March 1997 and August 1998. It contains recordings of
spontaneous speech (51 texts) and radio programmes (42 texts),
which involve 2 to 4 speakers, with 1 text of monologue.
In total, the corpus contains around 230,000 Chinese words.
The text is word-segmented, annotated with part-of-speech (POS) tags and
romanised Cantonese pronunciation.
Romanisation scheme - Linguistic Society of Hong Kong (LSHK)
POS scheme - Peita-Fujitsu-Renmin Ribao (PRF) corpus (Duan et al., 2000),
with extended tags for Cantonese-specific phenomena added by
Luke and Wang (see original paper for details).marburg-university-buildings
Marburg University Buildings
The Marburg University Buildings dataset contains high-resolution photographs of 29 university buildings in Marburg, Germany. Each image is labeled by the name of the building and intended for use in multi-class image classification tasks.
Dataset Summary
Total classes: 29
Image format: JPG
Label format: Folder name as string
Collection: Manually photographed under consistent daylight and angle conditions (SAMSUNG galaxy A54)
No compression… See the full description on the dataset page: https://huggingface.co/datasets/soroushdft/marburg-university-buildings.laroseda LaRoSeDa (A Large Romanian Sentiment Data Set) contains 15,000 reviews written in Romanian, of which 7,500 are positive and 7,500 negative.
Star ratings of 1 and 2 and of 4 and 5 are provided for negative and positive reviews respectively.
The current dataset uses star rating as the label for multi-class classification.Malaysia-University-Eprints
Malaysia-University-Eprints
Consolidate Malaysia university eprints.
BioDeepAVMore info about this dataset can be found here:
https://github.com/CroitoruAlin/biodeep/blob/main/README.md
morocoThe MOROCO (Moldavian and Romanian Dialectal Corpus) dataset contains 33564 samples of text collected from the news domain.
The samples belong to one of the following six topics:
- culture
- finance
- politics
- science
- sports
- techESPOSITO
Esposito: An English-Persian Scientific Parallel Corpus for Machine Translation
Esposito contains 3.5 million parallel sentences in the scientific domain for
English-Persian language pair. In addition, we present a manually validated scientific test set that might serve as a baseline
for future studies.
Dataset Details
This dataset is curated by Mersad Esalati, Mohammad Javad Dousti, and Heshaam Faili.
Dataset Source
Repository: Scientific Information… See the full description on the dataset page: https://huggingface.co/datasets/universitytehran/ESPOSITO.cukurova_university_chatbot
Çukurova University Computer Engineering Chatbot Dataset
📊 Dataset Overview
This dataset contains 22,524 high-quality question-answer pairs specifically designed for training an AI chatbot that serves the Computer Engineering Department at Çukurova University. The dataset is part of the CengBot project, a sophisticated multilingual Telegram chatbot that provides automated assistance to students regarding courses, programs, and departmental information.
🔢… See the full description on the dataset page: https://huggingface.co/datasets/Naholav/cukurova_university_chatbot.turkish-university-entrance-exam-questionsRebekahs_VEDU_ModelUniversityRushDadosBank-ReviewNigerian Banks - Bank Reviews Dataset Collection
A comprehensive collection of customer reviews from Google Play Store (from app launch to 2024)
Access Bank - CSV File: access_reviews.csv
EcoBank - CSV File: ecoBank_reviews.csv
First Bank of Nigeria (FBN) - CSV File: fbn_reviews.csv
FCMB - CSV File: fcmb_reviews.csv
Fidelity Bank -… See the full description on the dataset page: https://huggingface.co/datasets/Federal-University-Lokoja/Bank-Review.maya-dataset-v1Planetscope_Imageryvn-provinces-university-lecturers
Vietnam provinces university lecturers
Vietnam provinces university lecturers. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (409 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (54 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-university-lecturers.vn-provinces-university-students
Vietnam provinces university students
Vietnam provinces university students. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (410 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (54 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-university-students.Full_Rasters