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Awesome Remote Sensing Foundation Models: https://github.com/HSG-AIML/SSLTransformerRS

deep-learning earth-observation remote-sensing self-supervised-learning semantic-segmentation

Score: 6.345636360828596

Last synced: about 5 hours ago
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Repository metadata:

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award


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GitHub Events

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Committers metadata

Last synced: 2 days ago

Total Commits: 40
Total Committers: 6
Avg Commits per committer: 6.667
Development Distribution Score (DDS): 0.3

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
lscheibenreif l****f@u****h 28
joellehanna97 j****a@u****h 7
mommermi m****t@u****h 2
Michael Mommert m****i 1
Damian Borth d****h@g****m 1
Joelle Hanna j****a@g****h 1

Issue and Pull Request metadata

Last synced: 16 days ago

Total issues: 10
Total pull requests: 0
Average time to close issues: 11 days
Average time to close pull requests: N/A
Total issue authors: 7
Total pull request authors: 0
Average comments per issue: 1.5
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0

Past year issues: 1
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 0
Past year average comments per issue: 0.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/HSG-AIML/SSLTransformerRS

Top Issue Authors

  • chandlerbing65nm (4)
  • soni-H (1)
  • swoehrle (1)
  • grannycola (1)
  • Guemann-ui (1)
  • fangwei00-jin (1)

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Dependencies

requirements.txt pypi
  • albumentations ==1.1.0
  • apex ==0.1
  • diffdist ==0.1
  • matplotlib ==3.5.0
  • numpy ==1.21.4
  • pandas ==1.3.4
  • rasterio ==1.2.10
  • termcolor ==1.1.0
  • timm.egg ==info
  • torch ==1.11.0a0
  • torchvision ==0.11.0a0
  • tqdm ==4.62.3