Collections: Awesome Remote Sensing Foundation Models
https://github.com/danfenghong/IEEE_TPAMI_SpectralGPT
Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.
Last synced: 06 Nov 2026
https://github.com/utkarshmall13/CACo
official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'
Last synced: 06 Nov 2026
Keywords
remote-sensing
11
self-supervised-learning
4
deep-learning
4
earth-observation
4
pytorch
3
computer-vision
2
semantic-segmentation
2
transfer-learning
2
foundation-models
2
geospatial
1
datasets
1
transformer
1
time-series
1
large-observation-model
1
paper
1
contrastive-learning
1
classification
1
representation-learning
1
masked-image-modeling
1
vision-language
1
vision-transformer
1
scene-classification
1
remote-sensing-foundation-model
1
object-detection
1
foundation-model
1
vlm
1
text-to-image
1
stable-diffusion
1
diffusion-models
1
pre-training
1
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konrad heidler
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ritwik gupta
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adam j. stewart
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konrad heidler
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Direct Dependencies
pypi:numpy
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pypi:torch
13
pypi:torchvision
12
pypi:matplotlib
9
pypi:scipy
8
pypi:tqdm
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pypi:scikit-learn
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pypi:timm
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pypi:rasterio
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pypi:scikit-image
5
pypi:requests
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pypi:einops
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pypi:tensorboard
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pypi:torchaudio
4
pypi:opencv-python
4
pypi:isort
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pypi:torchmetrics
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pypi:albumentations
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pypi:pandas
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actions:actions/checkout
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pypi:six
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pypi:shapely
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actions:actions/setup-python
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pypi:mmcv
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pypi:pip
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pypi:imageio
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pypi:packaging
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pypi:h5py
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pypi:pytorch-lightning
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