HakamShams / LOAN
Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting
☆14Updated last week
Alternatives and similar repositories for LOAN:
Users that are interested in LOAN are comparing it to the libraries listed below
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆32Updated 6 months ago
- Code and data for Kuro Siwo flood mapping dataset☆57Updated last week
- Teleconnection-driven vision transformers for improved long-term forecasting☆29Updated last year
- The semantic segmentation of remote sensing images☆14Updated 2 years ago
- EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.☆12Updated this week
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆21Updated last year
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆31Updated 2 years ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆14Updated 2 years ago
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated last year
- ☆16Updated 10 months ago
- ☆35Updated 2 years ago
- ☆24Updated this week
- Deep Learning Models for Wildfire Danger Forecasting☆70Updated 2 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- ☆13Updated last month
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆30Updated 2 weeks ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆14Updated last year
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆15Updated 3 years ago
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery☆16Updated last year
- Public repository of our IGARSS 2023 submission☆16Updated 9 months ago
- Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Wo…☆30Updated 9 months ago
- [ISPRS 23] Deforestation Detection in the Amazon with Sentinel-1 SAR Image Time Series☆10Updated last year
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆48Updated 10 months ago
- ☆37Updated 2 years ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆16Updated last year
- ☆22Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆26Updated 2 weeks ago
- ☆31Updated last year
- ☆27Updated last month