fudong03 / CropNetLinks
This is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions"
☆22Updated last year
Alternatives and similar repositories for CropNet
Users that are interested in CropNet are comparing it to the libraries listed below
Sorting:
- Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting☆53Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆65Updated 4 months ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 6 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆78Updated 3 months ago
- ☆39Updated last year
- Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated 4 months ago
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"☆15Updated 3 years ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆21Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- Repo for testing foundation models☆56Updated last year
- PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer☆49Updated last year
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆43Updated 2 months ago
- ☆38Updated 2 years ago
- ☆53Updated last year
- Make your models invariant to changes in scale.☆153Updated last year
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆15Updated 3 months ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆35Updated this week
- EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.☆20Updated 2 months ago
- The semantic segmentation of remote sensing images☆14Updated 3 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 3 months ago
- ☆35Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆61Updated 2 months ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆66Updated 2 years ago
- ☆27Updated 4 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆89Updated 2 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆148Updated 2 months ago
- ☆30Updated 3 months ago
- ☆24Updated 3 months ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆76Updated 3 weeks ago