damage-assessment
damage_assessment_ukraine
Datasheet
Motivation
For what purpose was the dataset created?
The dataset was created to support research on the impact of the war on Ukrainian infrastructure. It contains satellite and aerial images from before and after disaster events, with the goal of enabling the development and evaluation of models for automated damage assessment.
There is a notable lack of publicly available, labeled datasets representing real-world post-disaster scenarios in Ukraine —… See the full description on the dataset page: https://huggingface.co/datasets/KOlegaBB/damage_assessment_ukraine.disaster-damage-assessment
Disaster Damage Assessment Dataset
Binary damage classification dataset (damage vs. no damage) across 4 natural disaster domains, used in:
Unsupervised Domain Adaptation for Rapid Disaster Damage Assessment
Dataset Structure
Domain
Code
Event
Images
Ecuador Earthquake
E
2016
1,724
Nepal Earthquake
N
2015
19,104
Hurricane Matthew
M
2016
333
Typhoon Ruby
R
2014
833
Total: 21,994 images across 4 domains.
Columns:
image: PIL Image
label: 0 =… See the full description on the dataset page: https://huggingface.co/datasets/abalhomaid/disaster-damage-assessment.Post-Disaster-Ruins-Drone-Aerial-Damage-Assessment-Dataset
Post-Disaster Ruins Drone Aerial Damage Assessment Dataset
The current real estate industry faces an increasing risk of natural disasters and an urgent need for rapid post-disaster assessment and recovery. Existing assessment methods rely heavily on on-site manual inspections, which are inefficient and costly, especially posing personal safety risks in post-disaster harsh environments. The Post-Disaster Ruins Drone Aerial Damage Assessment Dataset aims to enable fast, low-cost, and… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Post-Disaster-Ruins-Drone-Aerial-Damage-Assessment-Dataset.building-damage-assessment-ingvPost-Disaster-Ruins-Drone-Aerial-Damage-Assessment-Dataset
Post-Disaster Ruins Drone Aerial Damage Assessment Dataset
The current real estate industry faces an increasing risk of natural disasters and an urgent need for rapid post-disaster assessment and recovery. Existing assessment methods rely heavily on on-site manual inspections, which are inefficient and costly, especially posing personal safety risks in post-disaster harsh environments. The Post-Disaster Ruins Drone Aerial Damage Assessment Dataset aims to enable fast, low-cost, and… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Post-Disaster-Ruins-Drone-Aerial-Damage-Assessment-Dataset.building-damage-assessment-ingv