Eyes on Ukraine

v
v v

War in Ukraine

A structural damage assessment from satellite imagery

Public dataset identifying damage sustained in Bakhmut as of April 27th, 2023 on a by-structure level. This dataset aims to support the mission-driven AI community across government, humanitarian, and academic sectors.

Bakhmut
Avdiivka
Vuhledar

Structural Damage Assessment

Linear Logic specializes in location intelligence and utilizes propietary technology to analyse vast amounts of terrain. After obtaining the relevant scenery of Bakhmut, Microsoft's Planetary Computer was used to collect the footprints of all buildings. Our data labelers annotated the data on a per-object basis.

Data Annotation

Linear Logic specializes in location intelligence and utilizes propietary technology to analyse vast amounts of terrain. After obtaining the relevant scenery of Bakhmut, Microsoft's Planetary Computer was used to collect the footprints of all buildings. Our data labelers annotated the data on a per-object basis.

Data Annotation
Loading...

A three-point scale was used to classify each object in the dataset

Undamaged
Loading...
Undamaged

No visible damage observed.

Destroyed
Loading...
Damaged

Roof shows holes or partially collapsed

Better Data, Better AI.
It's time to get real.

Get Started

Linear Logic

© 2024 Linear Logic Inc. All rights reserved.

USA
251 Little Falls Drive
Wilmington, New Castle County
Delaware 19808

NETHERLANDS
Science Park 608, Unit K10
1098 XH Amsterdam