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 9 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
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- Deep learning framework; image classification; Nature Food publication☆11Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆21Updated last month
- ☆12Updated last month
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆12Updated last year
- ☆27Updated 3 weeks ago
- ☆18Updated 2 months ago
- ☆11Updated 2 years ago
- The Galileo family of pretrained remote sensing models☆22Updated last month
- ☆13Updated 3 weeks ago
- Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"☆37Updated 2 years ago
- ☆38Updated last year
- Contains the code for the paper "MapInWild: A Remote Sensing Dataset to Answer the Question What Makes Nature Wild"☆12Updated 2 years ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆30Updated last week
- Starter-pack for the AI4EO Food Security Challenge☆21Updated last year
- Reference implementation of SegForestNet☆20Updated 4 months ago
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆10Updated last year
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆26Updated 3 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆53Updated last month
- Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆14Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆57Updated last week
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆13Updated last year
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated last year
- PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer☆43Updated last year
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆31Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆12Updated 4 years ago
- ☆33Updated last year
- Towards a Unified Copernicus Foundation Model for Earth Vision☆28Updated this week