Classifier
Project description
# Classifier
A scalable land cover classification tool for humans
- Go to [the documentation](https://satelligence.gitlab.io/classifier) for more
info on how to install and run Classifier!
## Note on performance
For now, the multithreading of XGboost is not properly implemented. If you have a lot of input files the XGBoost method is MUCH slower than e.g. scikit-learn’s random forest. With single input files (so not a lot of IO operations), the difference in performance is small.
## issues and bugs
Issues are tracked on the [issue list of this repo](https://gitlab.com/satelligence/classifier/issues).
## Development
Please follow the [Satelligence development guidelines](https://gitlab.com/satelligence/workflow/blob/master/dev_workflow.md) when adding features or fixing bugs.
(Fork) Clone this repo:
`sh git clone git@gitlab.com:satelligence/classifier.git `
Make sure you are running the latest docker image.
Run docker with a binding to the source files:
`sh docker run -v $(pwd):/app -t -i classifier `
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