Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Improve vessel classes #167

Open
redhog opened this issue Jun 2, 2017 · 0 comments
Open

Improve vessel classes #167

redhog opened this issue Jun 2, 2017 · 0 comments
Assignees

Comments

@redhog
Copy link
Contributor

redhog commented Jun 2, 2017

I have evaluated the current vessel classes and how well they map to classes of actual vessel behavior by clustering an embedding exported from the neural net.

Embedding export code: #166
Clustering evaluation: https://github.com/GlobalFishingWatch/vessels_gear_embedding/blob/master/vessels_gear_embedding.ipynb

According to these results, the purse seiner class is actually made up of two classes that have vastly different size and quite different gear, possibly coastal and oceanic purse seiners.

Please investigate this further, and let's see if we can create a training data set for this!

ping @bitsofbits @pwoods25443

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

3 participants