Skip to content

Tubbz-alt/ShipNoise

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

13 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

ShipNoise

Goal is to create a Neural Network that will predict soundspeed at multiple depths using spectrograms created from sound of ship passages recorded on sea floor. Currently using a mixed data structure with a convolutional net as one branch and enviormental and ship data as a MLP as the other branch.

Where Stuff Is:

Models structures are defined in the JSON directory and can be remade immediately. A method to access trained models is on the way. Training code can be found in the ml_attempts directory in general the longer the name the more likely its a more recent attempt. Most of the data preprocessing code is in the base directory I'm going to clean it all up into a better structure soon though.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 55.6%
  • MATLAB 28.4%
  • HCL 15.6%
  • PowerShell 0.4%