Estimating the extent of Giant Kelp Forests by segmenting Landsat imagery
Overhead drone footage of giant kelp canopy. Image Credit: Tom Bell, All Rights Reserved.
Read the Setting up dev environment.
See the reproducibility guide for details.
The technical report is hosted here.
To see in details what was done to train the model please see the DEV Log page.
On the documentation page you'll find following How-to guides:
- Setting up dev environment
- Contributing
- Running tests
- Using Makefile commands
- Reproducibility of results
- Preparing data
- Training models
- MLFlow artifacts
- Evaluating models
- Running inference
- Making submissions
- XGBoost
- SAHI
The code documentation is here.