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: 21 Aug 2026
https://github.com/NJU-LHRS/LHRS-Bot
VGI-Enhanced multimodal large language model for remote sensing images.
Last synced: 21 Aug 2026
https://github.com/utkarshmall13/CACo
official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'
Last synced: 21 Aug 2026
Keywords
remote-sensing
11
self-supervised-learning
4
deep-learning
4
earth-observation
4
pytorch
3
transfer-learning
2
foundation-models
2
semantic-segmentation
2
computer-vision
2
models
1
geospatial
1
satellite-imagery
1
torchvision
1
transforms
1
datasets
1
contrastive-language-image-pretraining
1
vision-language
1
diffusion-models
1
stable-diffusion
1
text-to-image
1
paper
1
contrastive-learning
1
classification
1
vision-and-language
1
vision-transformer
1
scene-classification
1
remote-sensing-foundation-model
1
object-detection
1
foundation-model
1
vlm
1
Languages
Most Issues and Pull Requests
![dependabot[bot]](https://github.com/dependabot[bot].png){kind=small}
dependabot[bot]
118
adamjstewart
98
robmarkcole
48
calebrob6
38
gabrieltseng
26
isaaccorley
24
comeony
17
adriantre
16
nilsleh
11
91097luke
10
chagmgang
10
xiaoleiqinn
7
kvantricht
7
yichiac
7
hkristen
7
chandlerbing65nm
6
moonboy12138
6
plekhanovaelena
6
wangyi111
6
ibaris
6
rbavery
6
jorisvito
6
mahrokh3409
6
hoteryoung
6
copilot
6
gatienc
5
hfangcat
5
joriscod
5
bradneuberg
5
wenlinlliu
5
Committers
yi wang
4
caleb robinson
3
heng fang
2
piper wolters
2
favyen bastani
2
zhanyang
2
pumpkin-co
2
konrad heidler
2
ritwik gupta
2
konstantin klemmer
2
wangyi111
2
unknown
2
jeremy irvin
2
adam j. stewart
2
dependabot[bot]
2
ikko eltociear ashimine
2
gabriel tseng
2
codruț diaconu
1
kaleb crans
1
tritolol
1
night-dev
1
arianna sole
1
odd eirik igland
1
ohad nir
1
bianca zadrozny
1
oluwabusayo jacobs
1
boe zhou
1
piero toffanin
1
pitchaporn likitpanjamanon
1
platon g. gimp
1
Most Commits
adam j. stewart
1,269
dependabot[bot]
1,195
recursix
427
toolkit user
366
caleb robinson
251
jack-bo1220
180
zhanyang
180
isaac corley
163
zilun zhang
105
nils lehmann
104
dotwang
103
ruben
98
ashwin nair
88
91097luke
73
alexandre drouin
72
wangyi111
71
pumpkin-co
70
kartik kuckreja
66
lechangalex
53
favyen bastani
52
gabriel huang
50
yi wang
49
konstantin klemmer
48
lin-bert
45
isaaccorley
42
gabriel tseng
39
konrad heidler
34
haonanguo
32
robin cole
29
lscheibenreif
28
Direct Dependencies
pypi:torch
13
pypi:numpy
12
pypi:torchvision
12
pypi:matplotlib
9
pypi:timm
7
pypi:tqdm
7
pypi:scikit-learn
7
pypi:scipy
7
pypi:wandb
6
pypi:scikit-image
5
pypi:rasterio
5
pypi:requests
5
pypi:tensorboard
4
pypi:albumentations
4
pypi:isort
4
pypi:einops
4
pypi:shapely
4
pypi:pandas
4
pypi:opencv-python
4
pypi:six
4
pypi:torchmetrics
4
pypi:torchaudio
4
pypi:pytorch-lightning
3
pypi:pytest
3
pypi:earthengine-api
3
pypi:flake8
3
pypi:packaging
3
pypi:mmcv
3
pypi:tabulate
3
pypi:pip
3
Repository Owners
zhu-xlab
4
NJU-LHRS
2
ZhanYang-nwpu
2
sustainlab-group
2
ServiceNow
2
isaaccorley
1
aspiaspace
1
danfenghong
1
toastyfrosty
1
khdlr
1
floatingstarZ
1
aicip
1
wangzhecheng
1
HIT-SIRS
1
Lavender105
1
RubenGres
1
ChenDelong1999
1
ZhAnGToNG1
1
WennyXY
1
torchgeo
1
antofuller
1
comeony
1
vladan-stojnic
1
flyakon
1
microsoft
1
91097luke
1
om-ai-lab
1
bair-climate-initiative
1
HSG-AIML
1
utkarshmall13
1
jonathan-roberts1
1
ViTAE-Transformer
1
HaonanGuo
1
allenai
1
mbzuai-oryx
1
mmendiet
1
stanfordmlgroup
1
nasaharvest
1
Jack-bo1220
1
Repository Hosts
Statistics
- Projects: 46
- Last updated: over 2 years ago