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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: 18 May 2024
Keywords
remote-sensing
11
earth-observation
4
deep-learning
4
self-supervised-learning
4
pytorch
2
transfer-learning
2
computer-vision
2
semantic-segmentation
2
vlm
1
masked-image-modeling
1
representation-learning
1
transformer
1
gersp
1
pre-training
1
diffusion-models
1
stable-diffusion
1
text-to-image
1
time-series
1
large-observation-model
1
foundation-models
1
vision-and-language
1
contrastive-language-image-pretraining
1
vision-language
1
datasets
1
geospatial
1
models
1
satellite-imagery
1
torchvision
1
transforms
1
foundation-model
1
object-detection
1
classification
1
contrastive-learning
1
paper
1
Languages
Committers
yi wang
4
wangyi111
4
caleb robinson
3
pumpkin-co
2
dependabot[bot]
2
konstantin klemmer
2
mehmet cem gunturkun
2
zhanyang
2
konrad heidler
2
ritwik gupta
2
piper wolters
2
unknown
2
favyen bastani
2
jeremy irvin
2
adam j. stewart
2
hong
1
danfeng hong
1
recursix
1
toolkit user
1
yezhen cong
1
samar khanna
1
utkarsh mall
1
utkarsh kumar mall
1
rgres
1
retronyme
1
ruben
1
xiang li
1
delong chen (陈德龙)
1
ait ali braham, nassim
1
wang_yi
1
gulabpatel
1
mr. gulab patel
1
haonanguo
1
zilun zhang
1
matías mendieta
1
tung.z
1
hannah-rae
1
david vazquez
1
blutjens
1
david dao
1
mehmet.gunturkun
1
gabriel huang
1
lechangalex
1
alexandre drouin
1
msohaildanish
1
kartik kuckreja
1
max joseph
1
dr. elena plekhanova
1
microsoft open source
1
666zhanyang
1
Most Commits
adam j. stewart
833
dependabot[bot]
537
recursix
427
toolkit user
366
caleb robinson
221
zhanyang
158
jack-bo1220
108
isaac corley
105
dotwang
99
zilun zhang
95
wangyi111
78
nils lehmann
76
91097luke
73
alexandre drouin
72
ashwin nair
66
kartik kuckreja
64
ruben
58
pumpkin-co
54
lechangalex
53
gabriel huang
50
favyen bastani
49
lin-bert
45
konstantin klemmer
41
isaaccorley
35
konrad heidler
34
gabriel tseng
32
haonanguo
32
delong chen (陈德龙)
25
lscheibenreif
22
yi wang
21
kumar ayush
18
mehmet.gunturkun
17
retronyme
17
andreas luyts
16
rgres
16
dongzhe
15
danfeng hong
15
mike smith
14
unknown
14
anthony fuller
13
tung.z
13
ritwik gupta
11
jeremy irvin
11
xinye
11
maciej kilian
10
robin cole
9
wenyuan
9
nikolaos dionelis 2023
9
samar khanna
9
zhecheng wang
8
Direct Dependencies
pypi:torch
14
pypi:numpy
13
pypi:torchvision
13
pypi:matplotlib
10
pypi:timm
8
pypi:scipy
8
pypi:scikit-learn
7
pypi:tqdm
7
pypi:rasterio
6
pypi:scikit-image
6
pypi:wandb
6
pypi:isort
5
pypi:shapely
5
pypi:pandas
5
pypi:opencv-python
5
pypi:torchmetrics
5
pypi:tensorboard
5
pypi:einops
5
pypi:requests
5
pypi:six
4
pypi:torchaudio
4
pypi:pycocotools
4
pypi:flake8
4
pypi:pytest
4
pypi:albumentations
4
pypi:packaging
3
pypi:mmcv
3
pypi:pip
3
pypi:black
3
pypi:earthengine-api
3
pypi:setuptools
3
pypi:pytorch-lightning
3
pypi:mypy
3
pypi:tabulate
3
pypi:sphinx
3
actions:actions/setup-python
3
actions:actions/checkout
3
pypi:deepspeed
3
pypi:h5py
3
pypi:imageio
3
pypi:termcolor
3
pypi:docker-pycreds
2
pypi:tifffile
2
pypi:setproctitle
2
pypi:sentry-sdk
2
pypi:lmdb
2
pypi:typing-extensions
2
pypi:cython
2
pypi:decorator
2
pypi:thop
2
Statistics
- Projects: 46
- Last updated: 2 months ago