A crop type dataset for consistent land cover classification in Central Asia

Publications

• A crop type dataset for consistent land cover classification in Central Asia by Ruben Remelgado
  

BigEarthNet

Tutorials

• Accessing BigEarthNet through the Radiant MLHub API by Kevin Booth
  

Publications

• BigEarthNet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding by Gencer Sumbul
  

CV4A Kenya Crop Type Competition

Tutorials

• A Guide to Access the data on Radiant MLHub by Hamed Alemohammad
  
• A Guide to load and visualize the data in Python by Hamed Alemohammad
  
• CV4A ICLR 2020 Starter Notebooks by Devis Peressutti
  

Publications

• Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset by Hannah Kerner, Catherine Nakalembe and Inbal Becker-Reshef
  

Dalberg Data Insights Crop Type Uganda

Tutorials

• How to use the Radiant MLHub API by Kevin Booth
  

Drone Imagery Classification Training Dataset for Crop Types in Rwanda

Tutorials

• How to use the Radiant MLHub API by Kevin Booth
  

Publications

• Deep Neural Networks and Transfer Learning for Food Crop Identification in UAV Images by Robert Chew
  

Great African Food Company Crop Type Tanzania

Tutorials

• How to use the Radiant MLHub API by Kevin Booth
  

LandCoverNet

Tutorials

• Accessing LandCoverNet through the Radiant MLHub API by Kevin Booth
  

Publications

• LandCoverNet: A global benchmark land cover classification training dataset by
  

Open Cities AI Challenge Dataset

Tutorials

• Segmenting Buildings for Disaster Resilience - Benchmark by Azavea
  

Tools & Applications

• Open Cities AI Challenge benchmark model by Azavea
  
• Open Cities AI Challenge Winning Models by DrivenData
  

Publications

• Meet the Winner of the Open Cities AI Challenge by Greg Lipstein
  
• The Open Cities AI Challenge by Dave Luo
  

PlantVillage Crop Type Kenya

Tutorials

• How to use the Radiant MLHub API by Kevin Booth
  

SEN12-FLOOD : A SAR and Multispectral Dataset for Flood Detection

Publications

• Flood Detection in Time Series of Optical and SAR Images by Clément Rambour et al.
  

Semantic Segmentation of Crop Type in Ghana

Tools & Applications

• Crop type mapping of small holder farms in Ghana and South Sudan by Rose Rustowicz
  

Publications

• Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods by Rose Rustowicz
  

Semantic Segmentation of Crop Type in South Sudan

Tools & Applications

• Crop type mapping of small holder farms in Ghana and South Sudan by Rose Rustowicz
  

Publications

• Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods by Rose Rustowicz
  

Smallholder Cashew Plantations in Benin

Tutorials

• How to use the Radiant MLHub API by Kevin Booth
  

South Africa Crop Type Competition

Tutorials

• A Baseline Model for the Radiant Earth Spot the Crop Challenge by Hamed Alemohammad
  
• A Guide to Access the data on Radiant MLHub by Kevin Booth
  

SpaceNet 1

Tools & Applications

• SpaceNet Challenge 1 Implementations by
  

Publications

• Getting Started With SpaceNet Data by Adam Van Etten
  

SpaceNet 2

Tools & Applications

• SpaceNet Round 2 Challenge Implementations by
  

Publications

• 2nd SpaceNet Competition Winners Code Release by David Lindenbaum
  

SpaceNet 3

Tools & Applications

• SpaceNet Road Detection and Routing Challenge Solutions by
  

Publications

• SpaceNet Roads Extraction and Routing Challenge Solutions are Released by David Lindenbaum
  

SpaceNet 4

Tools & Applications

• SpaceNet Challenge Round 4: Off-Nadir Buildings Competitor solutions by
  

Publications

• The SpaceNet Challenge Off-Nadir Buildings: Introducing the winners by Nick Weir
  

SpaceNet 5

Tools & Applications

• SpaceNet Challenge Round 5: Road Networks and Optimized Routing Competitor solutions by
  

Publications

• Announcing the Winners of the SpaceNet 5 Challenge by Adam Van Etten
  
• SpaceNet 5 Winning Model Release: End of the Road by Adam Van Etten
  

SpaceNet 6

Publications

• SpaceNet 6: Announcing the Winners by Jake Shermeyer
  
• SpaceNet 6: Multi-Sensor All Weather Mapping Dataset by Jake Shermeyer, et al.
  

SpaceNet 7

Tools & Applications

• The SpaceNet 7 Baseline Algorithm by Adam Van Etten
  

Publications

• The SpaceNet 7 Multi-Temporal Urban Development Challenge Algorithmic Baseline by Adam Van Etten
  
• The SpaceNet 7 Multi-Temporal Urban Development Challenge: Announcing the Winners by Adam Van Etten
  
• The SpaceNet 7 Multi-Temporal Urban Development Challenge: Dataset Release by Adam Van Etten
  

Tropical Cyclone Wind Estimation Competition

Tutorials

• How to Use Deep Learning to Predict Tropical Storm Wind Speeds - Benchmark by Tammy Glazer
  
• How to use the Radiant MLHub API to browse and download the NASA Tropical Storm Wind Speed Competition Data by Kevin Booth
  
• Meet the Winners of Wind-Dependent Variables: Predict Wind Speeds of Tropical Storms by Tammy Glazer
  

Tools & Applications

• Benchmark - Wind-dependent Variables: Predict Wind Speeds of Tropical Storms by Tammy Glazer
  
• Deep Learning-based Hurricane Intensity Estimator by NASA IMPACT
  
• Winning Models of Wind-dependent Variables: Predict Wind Speeds of Tropical Storms by Tammy Glazer
  

Publications

• Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System by Manil Maskey
  

Western USA Live Fuel Moisture

Publications

• SAR-enhanced mapping of live fuel moisture content by Krishna Rao