kelp-wanted-competition

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.

Getting started

Read the Setting up dev environment.

Reproducing the results

See the reproducibility guide for details.

Technical report

The technical report is hosted here.

Dev Log

To see in details what was done to train the model please see the DEV Log page.

How-to guides

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

Code docs

The code documentation is here.