Tutorial: Ketos Commands
This is a CLI ( command-line interface) tool that offers a set of convenient executables for streamlining the development of acoustic deep learning models for detecting marine mammals.
Currently, the only available command is ketos-run. This command allows you to execute models on a directory filled with audio files, offering multiple options for running these models to match your specific needs.
However, we are actively expanding our toolset and plan to introduce the following commands to make Ketos even more robust:
Data Preparation: Create training and test datasets from raw acoustic data by converting the audio into different formats such as spectrograms, cepstrogram, etc.
Model Training: Train a deep learning model to not only detect but also classify NARW vocalizations. With this, you can easily distinguish different types of vocalizations within the acoustic data.
Model Evaluation: Evaluate your trained model on fully-annotated test datasets. This command will also generate a report containing standard performance metrics to help you understand the effectiveness of your model.