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Collections: Awesome Remote Sensing Foundation Models
https://github.com/vladan-stojnic/CMC-RSSR
This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding".
classification contrastive-learning deep-learning paper remote-sensing self-supervised-learning
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
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wangyi111
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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
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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
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wangyi111
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nils lehmann
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91097luke
73
alexandre drouin
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ashwin nair
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kartik kuckreja
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ruben
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pumpkin-co
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lechangalex
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gabriel huang
50
favyen bastani
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lin-bert
45
konstantin klemmer
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isaaccorley
35
konrad heidler
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gabriel tseng
32
haonanguo
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delong chen (陈德龙)
25
lscheibenreif
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yi wang
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kumar ayush
18
mehmet.gunturkun
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retronyme
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andreas luyts
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rgres
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dongzhe
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danfeng hong
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mike smith
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unknown
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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
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pypi:torchmetrics
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pypi:tensorboard
5
pypi:einops
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pypi:requests
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pypi:six
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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