spaceml-org / FireCLR-Wildfires
Official code for π₯ Unsupervised Wildfire Change Detection based on Contrastive Learning π₯
β19Updated last year
Related projects β
Alternatives and complementary repositories for FireCLR-Wildfires
- Starter-pack for the AI4EO Food Security Challengeβ22Updated last year
- SegEval is a Python library that provides tools for evaluating semantic segmentation modelsβ11Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"β17Updated 3 months ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)β10Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big dataβ12Updated 4 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.β30Updated 2 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoriβ¦β21Updated 2 years ago
- AgriFieldNet Model for Crop Detection from Satellite Imageryβ19Updated last year
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple β¦β22Updated last year
- Official implementation of SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters (Oral Presentβ¦β12Updated 7 months ago
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is puβ¦β11Updated 5 months ago
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"β14Updated 2 years ago
- Contains the code for the paper "MapInWild: A Remote Sensing Dataset to Answer the Question What Makes Nature Wild"β12Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Boardβ52Updated last year
- Generalizing satellite image time series classifiers with thermal timeβ17Updated 2 years ago
- Repository for the MultiEarth 2023 public challenge.β29Updated last year
- β11Updated 2 months ago
- β30Updated last year
- β10Updated this week
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imageryβ15Updated 9 months ago
- Official PyTorch implementation of Deep Metric Learning for Unsupervised Change Detection in Remote Sensing Imagesβ15Updated last year
- Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)β10Updated 5 months ago
- Code and data for Kuro Siwo flood mapping datasetβ39Updated 3 weeks ago
- β10Updated 2 years ago
- Buteo - Geospatial Analysis Meets AIβ25Updated last week
- β16Updated 2 months ago
- CD algorithms available in cloudSEN12β19Updated 2 years ago
- The semantic segmentation of remote sensing imagesβ13Updated 2 years ago
- [ISPRS Journal of Photogrammetry and Remote Sensing] Detecting Marine Pollutants and Sea Surface Features with Deep Learning in Sentinel-β¦β26Updated 4 months ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.β30Updated 2 years ago