ALCD
The Active Learning for Cloud Detection (ALCD) software enables to generate reference cloud masks which may be used to validate operational cloud masks, such as those generated by MAJA. The reference cloud masks are generated interactively using an iterative active learning procedure which enables to generate an accurate reference cloud mask in less than two hours. ALCD works on linux systems and relyes on the OTB library. It also requires a GIS software such as QGIS. The tool was written by Louis Baetens during a training period at CESBIO, funded by CNES, under supervision of Olivier Hagolle.
Install / Use
/learn @CNES/ALCDREADME
ALCD
<img title="ALCD Cloud mask mosaic" src="http://www.cesbio.ups-tlse.fr/multitemp/wp-content/uploads/2019/02/mosaique.jpg" width="300" /> The Active Learning for Cloud Detection (ALCD) software enables to generate reference cloud masks which may be used to validate operational cloud masks, such as those generated by MAJA. The reference cloud masks are generated interactively using an iterative active learning procedure which enables to generate an accurate reference cloud mask in less than two hours.The tool was written by Louis Baetens during a training period at CESBIO, funded by CNES, under supervision of Olivier Hagolle. The tool led to a publication which is provided as a reference.
ALCD is written in python. To run ALCD, you will need to install the Orfeo Toolbox and the selection of samples relies on QGIS. A detailed user manual for ALCD is available.
Related Skills
YC-Killer
2.7kA library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups. If you are excited about democratizing AI access & AI agents, please star ⭐️ this repository and use the link in the readme to join our open source AI research team.
best-practices-researcher
The most comprehensive Claude Code skills registry | Web Search: https://skills-registry-web.vercel.app
groundhog
398Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).
isf-agent
a repo for an agent that helps researchers apply for isf funding
