deeplearningmodels

Introduction

The Deep Learning Classifier module in PAMGuard has a list of default deep learning models that can be downloaded directly. TThis repository stores the models alongside metadata information (e.g. the paper associated with the model);

Models

Model	Directory	Description
Deep Whistle 1	deep_whistle_1	Deep learning whistle-energy confidence map used by the PAMGuard Deep Whistle module to mask noise from spectrograms (Li et al. 2020 "deep silbido"). See the model README.
Right Whale 1	right_whale_1	North Atlantic right whale upcall classifier.
Humpback Whale 1	humpback_whale_1	Humpback whale detection model.
Humpback Whale 2	humpback_whale_2	Humpback whale detection model.
Multi-species (Google)	multi_species_google	Google multi-species whale TensorFlow model.