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1. microsoft/torchgeo microsoft/torchgeo Public

   TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

   Python 3.3k 416

2. torchrs torchrs Public

   PyTorch implementation of popular datasets and models in remote sensing

   Python 381 50

3. ChesapeakeRSC ChesapeakeRSC Public

   Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery"

   Jupyter Notebook 49 1

4. torchseg torchseg Public

   Forked from qubvel-org/segmentation_models.pytorch

   Segmentation models with pretrained backbones. PyTorch.

   Python 109 9

5. a-change-detection-reality-check a-change-detection-reality-check Public

   Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

   Python 47 5

6. contrastive-surface-image-pretraining contrastive-surface-image-pretraining Public

   The official repository for the ICIP 2022 paper "Supervising Remote Sensing Change Detection Models with 3D Surface Semantics"

   Python 8