fudong03 / CropNet
This is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions"
☆16Updated 10 months ago
Alternatives and similar repositories for CropNet:
Users that are interested in CropNet are comparing it to the libraries listed below
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 8 months ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆14Updated last year
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- ☆27Updated this week
- Reference implementation of SegForestNet☆20Updated 5 months ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆21Updated 2 months ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆12Updated 10 months ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆27Updated this week
- Repo for testing foundation models☆11Updated last year
- 2020 Gaofen Challenge data, baselines, and metrics☆9Updated 4 years ago
- Code and data for Kuro Siwo flood mapping dataset☆59Updated 3 weeks ago
- The semantic segmentation of remote sensing images☆14Updated 2 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆31Updated 2 years ago
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"☆15Updated 2 years ago
- Contains the code for the paper "MapInWild: A Remote Sensing Dataset to Answer the Question What Makes Nature Wild"☆12Updated 2 years ago
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆35Updated 2 years ago
- PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer☆44Updated last year
- ☆37Updated 2 years ago
- ☆28Updated 2 years ago
- Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated 2 weeks 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
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆54Updated 2 weeks ago
- Deep learning framework; image classification; Nature Food publication☆11Updated last year
- Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"☆37Updated 2 years ago
- ☆31Updated last year
- ☆10Updated 5 months ago
- ☆20Updated 3 months ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆61Updated 2 years ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆19Updated 4 years ago