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PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes
Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)
This repository contains the classification module of the WorldCereal system.
The official repository for the EuroCrops dataset.
The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"
https://nasaharvest.github.io/ml-for-remote-sensing/iclr2023/
🌌 Open Source AI for large scale open ended feedback
Download and access remote sensing data from any platform
Tiny PyTorch library for maintaining a moving average of a collection of parameters.
upload big files to Zenodo using cURL, jq and bash
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
End-to-end workflow for generating high resolution cropland maps
Global spatial predictions of soil properties and classes at 250 m resolution
Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size i…
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Repository for machine learning and remote sensing pipeline described in Kruitwagen, L., Story, K., Friedrich, J, et. al. (2019) , used to produce a global inventory of utility-scale solar photvolt…
A python package that extends Google Earth Engine.
DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding
A global, public domain map dataset available at three scales and featuring tightly integrated vector and raster data.
Examples of using the Planetary Computer
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf