CloudMatch: Weak-to-Strong Consistency Learning for Semi-Supervised Cloud Detection

• The Biome dataset was split, and only the Red, Green, and Blue bands were used.
  • Mask Download link
  • Biome Dataset
• SPARCS
  • https://emapr.ceoas.oregonstate.edu/sparcs/
• RICE
  • https://github.com/BUPTLdy/RICE_DATASET

Experiment

Train

# Replace the package in your Mamba env lib/python3.10/site-packages/ 
# with the one from folder https://github.com/kunzhan/CD-Mamba/mamba_ssm.
# 
python cloudmatch.py

Contact

https://kunzhan.github.io/

If you have any questions, feel free to contact me. (Email: ice.echo#gmail.com)