Geospatial and Earth observation

AI competitions

Albumentations in Geospatial and Earth observation AI competitions

Used by winning teams in 4 AI competitions

Satellite, aerial, remote-sensing, mapping, and Earth-observation imagery.

Aerial view of a winding stream crossing a green wetland — Photo: Tom Fisk on Pexels

Public examples

AI competitions — newest first

4 competitions

Kaggle competition image for Google Research - Identify Contrails to Reduce Global Warming

Image: Kaggle competition page

Google Research - Identify Contrails to Reduce Global Warming

Train ML models to identify contrails in satellite images and help prevent their formation

Environment conservationSemantic segmentation

Winners: 5
Teams: 954
Prize pool: $50,000

Kaggle competition image for Understanding Clouds from Satellite Images

Image: Kaggle competition page

Understanding Clouds from Satellite Images

Can you classify cloud structures from satellites?

Environment conservationSemantic segmentation

Winners: 6
Teams: 1,531
Prize pool: $10,000

Kaggle competition image for Airbus Ship Detection Challenge

Image: Kaggle competition page

Airbus Ship Detection Challenge

Find ships on satellite images as quickly as possible

MaritimeInstance segmentation

Winners: 1
Teams: 878
Prize pool: $60,000

Kaggle competition image for TGS Salt Identification Challenge

Image: Kaggle competition page

TGS Salt Identification Challenge

Segment salt deposits beneath the Earth's surface

Energy utilitiesSemantic segmentation

Winners: 1
Teams: 3,219
Prize pool: $100,000