datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IndustryCorpus2_aerospace
IndustryCorpus2: Aerospace
This repository contains the IndustryCorpus2: Aerospace domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao},
year = {2024}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_aerospace.Aeroscapes
Aeroscapes: Aerial Semantic Segmentation Dataset
Unofficial redistribution of the AeroScapes dataset under the original CC BY-SA 4.0 license.
Disclaimer
This repository is not an official release of the AeroScapes dataset.
The AeroScapes dataset was created by Ishan Nigam, Chen Huang, and Deva Ramanan, with dataset
collection and manual annotation supported by Autel Robotics. They retain all copyright and
intellectual property rights. This repository… See the full description on the dataset page: https://huggingface.co/datasets/dronefreak/Aeroscapes.IndustryInstruction_Aerospace
IndustryInstruction: Aerospace
This repository contains the IndustryInstruction: Aerospace domain subset of BAAI/IndustryInstruction.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryInstruction:
@misc{shi2024industryinstruction,
title = {IndustryInstruction},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao and… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryInstruction_Aerospace.shippingaeroground
AeroGround: An Open, Citation-Grounded Aviation Dataset for Trustworthy Domain LLMs
AeroGround is an open dataset for training and evaluating aviation language
models that answer from — and cite — authoritative, public-domain sources, and
that abstain when evidence is insufficient. Every grounded answer is traceable
to verbatim text from FAA Airman handbooks (FAA-H-8083 series) and Title 14 of
the U.S. Code of Federal Regulations (14 CFR).
Why this exists
AI has… See the full description on the dataset page: https://huggingface.co/datasets/tpattanayak/aeroground.AeroGround_v1
AeroGround
This repository provides an anonymized AeroGround benchmark package for double-blind review.
AeroGround is a benchmark for evaluating aerial--ground spatial understanding in paired aerial and ground-view observations. The benchmark contains question-answering instances, paired visual observations, task annotations, metadata, and evaluation scripts.
Repository Scope
This repository contains the benchmark package required to reproduce the main evaluation results… See the full description on the dataset page: https://huggingface.co/datasets/AeroGround/AeroGround_v1.us-airline-aerospace-defense-layoffs-warn-act-notices-daily
US airline, aerospace and defense layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-23. 1,551 layoff and closure notices filed by
airlines and regional carriers, airport ground-handling and catering contractors, aircraft and engine makers, avionics and airfoil shops, and defense and space primes and their suppliers with US state labor departments — 308,032 workers,
301 employers, 45 states, 1989–2026.
172 of the notices (11.1%) were recorded by the… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-airline-aerospace-defense-layoffs-warn-act-notices-daily.dataset-aeroespacial-cultural-somosnlp
LATAM Aerospace History QA
Descripción General
LATAM Aerospace History QA es un dataset curado orientado a instruction tuning y sistemas conversacionales culturalmente alineados para Iberoamérica.
El dataset se enfoca principalmente en español, incorporando además cobertura parcial en portugués brasileño para mejorar representación multicultural y multilingüe dentro de modelos de lenguaje abiertos.
La colección está especializada en:
historia aeroespacial,
programas… See the full description on the dataset page: https://huggingface.co/datasets/AngelGabrielTroncoso/dataset-aeroespacial-cultural-somosnlp.spc-tornado-history
NOAA / SPC Tornado History (1950–2024)
Bundled for Aerostratospheric / UOGW tornado-trend research. Source of record: NOAA Storm Prediction Center Severe Weather Database.
Contents
1950-2024_all_tornadoes.csv / 1950-2024_actual_tornadoes.csv — SPC actual tornado segment CSV
schema.json — provenance metadata
Bundled UTC: 2026-09-18T15:47:02Z
License / attribution
US Government work redistributed by SPC for public use. You must attribute NOAA/SPC… See the full description on the dataset page: https://huggingface.co/datasets/aerostratospheric/spc-tornado-history.Reglamento_Aeronautico_Colombiano_2024
Dataset Card for RAC Corpus: Base de Datos del Reglamento Aeronáutico Colombiano 🛫📚🇨🇴
Dataset Details
Total etiquetado: 100%
Etiquetado y Curado: 24,478
Pendiente: 0
Borradores: 0
Descartados: 696
Este dataset contiene muestras etiquetadas del Reglamento Aeronáutico Colombiano (RAC), abarcando la totalidad de sus capítulos. Tras una meticulosa labor de curación y etiquetado, el dataset ha alcanzado un progreso del 100%, equivalente a un total de 25,174… See the full description on the dataset page: https://huggingface.co/datasets/somosnlp/Reglamento_Aeronautico_Colombiano_2024.UMA_Dataset_Engine_Aerospatial_VLM_V5
Dataset Aérospatial de Composants de Moteurs
Ce dataset contient des images de composants de moteurs aérospatiaux avec leurs descriptions techniques.
Structure
file_name: Chemin vers l'image de composant moteur aérospatial
caption: Description technique des composants au format "Le composant 1 est [nom technique] qui [fonction]"
image_id: Identifiant unique pour chaque image
cui: Identifiant conceptuel unique
Variations
Le dataset inclut plusieurs variations… See the full description on the dataset page: https://huggingface.co/datasets/SpaceYL/UMA_Dataset_Engine_Aerospatial_VLM_V5.aeroBERT-NER
Dataset Card for aeroBERT-NER
Dataset Summary
This dataset contains sentences from the aerospace requirements domain. The sentences are tagged for five NER categories (SYS, VAL, ORG, DATETIME, and RES) using the BIO tagging scheme.
There are a total of 1432 sentences. The creation of this dataset is aimed at -
(1) Making available an open-source dataset for aerospace requirements which are often proprietary
(2) Fine-tuning language models for token identification… See the full description on the dataset page: https://huggingface.co/datasets/archanatikayatray/aeroBERT-NER.aerogel-structural-manifold-integrity-v0.1Goal
Detect when an aerogel loses structural integrity before visible collapse.
Core idea
Aerogel failure is not a single crack.It is a distortion of the vibration–density–pore manifold.
Three signals must stay coherent:
densityelastic moduluspore network structure
When they decouple, collapse follows.
Inputs
bulk density
nanoindentation modulus
pore size distribution
load cycling
acoustic or strain indicators
Required outputs
structural_coherence_score
manifold_distortion_rate… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aerogel-structural-manifold-integrity-v0.1.omie-aerospace-qa
Omie Aerospace QA
Small hand-curated set of aerospace engineering Q&A pairs. Built as one of the training sources for Omie, a small from-scratch language model.
83 pairs, single-turn. Covers propulsion basics (Isp, delta-v, staging, engine types, nozzles), orbital mechanics (Hohmann transfers, geostationary orbit, escape velocity), aerodynamics (stall, drag, Mach, sonic booms), reentry/materials (Inconel, ablative heat shields), and flight computer / hobby rocketry stuff (apogee… See the full description on the dataset page: https://huggingface.co/datasets/KerbalMissile/omie-aerospace-qa.aerospace-interpretation-assumption-control-v01Interpretation and Assumption Control v01
What this dataset is
This dataset evaluates whether a system handles incomplete or ambiguous aerospace information without inventing structure.
You give the model:
A partial flight, performance, or guidance task
Incomplete configuration or environmental data
An analysis request that appears reasonable
You ask it to choose a response.
PROCEED
CLARIFY
REFUSE
The correct move is often to stop.
Why this matters
Aerospace failures rarely come from math… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aerospace-interpretation-assumption-control-v01.Reglamento_Aeronautico_Colombiano_2024GemmaQA
Dataset Card for RAC Corpus: Base de Datos del Reglamento Aeronáutico Colombiano 🛫📚🇨🇴 - Formato Gemma
Dataset Details
Total etiquetado: 100%
Etiquetado y Curado: 24,478
Pendiente: 0
Borradores: 0
Descartados: 696
Este dataset contiene muestras etiquetadas del Reglamento Aeronáutico Colombiano (RAC), abarcando la totalidad de sus capítulos. Tras una meticulosa labor de curación y etiquetado, el dataset ha alcanzado un progreso del 100%, equivalente a un total… See the full description on the dataset page: https://huggingface.co/datasets/somosnlp/Reglamento_Aeronautico_Colombiano_2024GemmaQA.Q5-AeroSynth-datasetAeroQAaero_data_1This is an aerospace dataset. Currently made using 2 books, Aerofoil Theory and Astronautics the Physics of Space Flight.
aerograph-asrs
AeroGraph ASRS Dataset
2,000 real NASA Aviation Safety Reporting System (ASRS) incident reports
with LLM-extracted entities and relations for knowledge graph construction.
Dataset Description
This dataset contains processed ASRS incident narratives along with
structured entity and relation extractions conforming to an aviation
safety ontology (10 entity types, 8 edge types).
Reports Split
2000 reports from the NASA ASRS database
Fields: id, text, aircraft_type… See the full description on the dataset page: https://huggingface.co/datasets/Aryan95614/aerograph-asrs.mathf1-latent-cross-coupling-aero-balance-instability-v0.1
What this repo does
This repository introduces a Clarus dataset for detecting latent instability under cross-coupled conditions in Formula 1 aero-balance systems.
The goal is to identify race states in which aero balance may still appear outwardly stable or only mildly anomalous but already contains hidden internal instability that may activate into sudden balance loss once interacting pressures exceed containment.
Core structure
This dataset models a pre-failure geometry… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/f1-latent-cross-coupling-aero-balance-instability-v0.1.aviation-propulsion-aerodynamics-coherence-baseline-v0.1What this dataset tests
Whether a system can model the normal coupling
between propulsion parameters and aerodynamic state.
The signal is relationship shape and lag
not threshold breaches.
Required outputs
coupling_coherence_index
baseline_correlation_matrix
phase_alignment_score
stability_envelope
lag_profile
baseline_confidence
Scoring conventions
all scores range 0 to 1
stability envelope is a low-high interval
lag profile describes expected response delays in seconds… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-propulsion-aerodynamics-coherence-baseline-v0.1.aeroscope-adsb-anomaly-benchmark
AeroScope ADS-B Anomaly Benchmark v1
A free, openly-licensed benchmark for evaluating ADS-B anomaly and spoofing detectors. It pairs
real airborne ADS-B traffic with synthetically injected attacks following the standard taxonomy in the
ADS-B security literature, so detectors can be compared on a shared, labelled, reproducible dataset.
918 rows — 459 real / 459 injected (balanced)
38 documented columns — raw ADS-B fields, integrity fields (NIC/NACp/NACv/SIL), and derived… See the full description on the dataset page: https://huggingface.co/datasets/Muhammaduazir69/aeroscope-adsb-anomaly-benchmark.AeroGraph
AeroGraph
Named Entity Recognition + Relation Extraction dataset built from NTSB aviation
accident narratives.
Each record contains id, text, entities, relations, and meta (review
statistics for that record).
Status: work in progress. The dataset is currently being reviewed, and new
examples are added on a daily basis.
Source
The narrative text field is the "Analysis" section of NTSB (National
Transportation Safety Board) Aviation Investigation Final Reports… See the full description on the dataset page: https://huggingface.co/datasets/roccoangelella/AeroGraph.ams_data_train_generic_v0.1_100Question and answer pairs for the first 100 entries of aerospace mechanism symposia 5000 word chunk entries. Full file of entries is here: https://github.com/dsmueller3760/aerospace_chatbot/blob/llm_training/data/AMS/ams_data_answers.jsonl
See this repository for details: https://github.com/dsmueller3760/aerospace_chatbot/tree/main
Prompts generated using TheBloke/Llama-2-7B-Chat-GGUF
aerodataset_1_1RGBD-VideoCount
RGBD-VideoCount
RGBD-VideoCount is an RGB-D video dataset for video object counting in crowded and occluded scenes. It provides synchronized RGB frames and depth maps, together with instance-level annotations for evaluating detection, cross-frame association, and video-level de-duplication.
Dataset Summary
195 RGB-D video clips
6 object categories
2,032 finely annotated frames
77,638 instance bounding boxes
Multi-category shelf and crowded-object scenes
RGB… See the full description on the dataset page: https://huggingface.co/datasets/aerospace123/RGBD-VideoCount.SalesDataUMA_Dataset_Engine_Aero_LLM
SpaceYL/Aerospatial_Dataset
Authors
Youri LALAIN, Engineering student at French Engineering School ECE
Lilian RAGE, Engineering student at French Engineering School ECE
Dataset Summary
The SpaceYL/Aerospatial_Dataset is a curated dataset designed for training language models in the field of aerospace and aeronautical engineering. It consists of structured question-answer pairs related to aerospace engines, particularly focusing on engine specifications… See the full description on the dataset page: https://huggingface.co/datasets/SpaceYL/UMA_Dataset_Engine_Aero_LLM.