| Foundation Models for Remote Sensing and Earth Observation: A Survey | Oct 22, 2024 | Earth ObservationHumanitarian | CodeCode Available | 2 | 5 |
| Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution | Jul 13, 2022 | HumanitarianMulti-Frame Super-Resolution | CodeCode Available | 2 | 5 |
| Learning future terrorist targets through temporal meta-graphs | Apr 21, 2021 | HumanitarianTemporal Sequences | CodeCode Available | 1 | 5 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 | 5 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 | 5 |
| MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments | Jun 5, 2025 | HumanitarianLandmine | CodeCode Available | 1 | 5 |
| Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs | Oct 24, 2022 | HumanitarianVideo Prediction | CodeCode Available | 1 | 5 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 | 5 |
| Rapid Response Crop Maps in Data Sparse Regions | Jun 23, 2020 | Humanitarian | CodeCode Available | 1 | 5 |
| SMUTF: Schema Matching Using Generative Tags and Hybrid Features | Jan 22, 2024 | Feature EngineeringHumanitarian | CodeCode Available | 1 | 5 |
| SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite Imagery | Jul 26, 2021 | Deep LearningHumanitarian | CodeCode Available | 1 | 5 |
| Fine-grained Population Mapping from Coarse Census Counts and Open Geodata | Nov 8, 2022 | HumanitarianPopulation Mapping | CodeCode Available | 1 | 5 |
| Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping | Nov 18, 2023 | Humanitarian | CodeCode Available | 1 | 5 |
| Multi-modal learning for geospatial vegetation forecasting | Mar 28, 2023 | HumanitarianTime Series | CodeCode Available | 1 | 5 |
| MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification | Aug 29, 2021 | ClassificationDisaster Response | CodeCode Available | 1 | 5 |
| Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents | Jan 11, 2022 | Humanitarian | CodeCode Available | 1 | 5 |
| Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery | Mar 24, 2025 | BenchmarkingHumanitarian | CodeCode Available | 1 | 5 |
| A New Task and Dataset on Detecting Attacks on Human Rights Defenders | Jun 30, 2023 | ArticlesHumanitarian | CodeCode Available | 0 | 5 |
| Forecasting trends in food security with real time data | Dec 1, 2023 | Humanitarian | CodeCode Available | 0 | 5 |
| Earthquake Response Analysis with AI | Mar 14, 2025 | Disaster ResponseHumanitarian | CodeCode Available | 0 | 5 |
| Extracting Victim Counts from Text | Feb 23, 2023 | Dependency ParsingHumanitarian | CodeCode Available | 0 | 5 |
| Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen | Jun 22, 2018 | Humanitarian | CodeCode Available | 0 | 5 |
| Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data | Jan 31, 2022 | HumanitarianKnowledge Distillation | CodeCode Available | 0 | 5 |
| Estimating Displaced Populations from Overhead | Jun 25, 2020 | Humanitarian | CodeCode Available | 0 | 5 |
| Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | Feb 12, 2017 | Crop Yield PredictionDimensionality Reduction | CodeCode Available | 0 | 5 |
