Search Results for author: Georgia Atkinson

Found 3 papers, 0 papers with code

The Effects of Signal-to-Noise Ratio on Generative Adversarial Networks Applied to Marine Bioacoustic Data

no code implementations22 Dec 2023 Georgia Atkinson, Nick Wright, A. Stephen McGough, Per Berggren

In recent years generative adversarial networks (GANs) have been used to supplement datasets within the field of marine bioacoustics.

NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation

no code implementations27 May 2020 Cameron Trotter, Georgia Atkinson, Matt Sharpe, Kirsten Richardson, A. Stephen McGough, Nick Wright, Ben Burville, Per Berggren

We introduce the Northumberland Dolphin Dataset 2020 (NDD20), a challenging image dataset annotated for both coarse and fine-grained instance segmentation and categorisation.

Instance Segmentation Segmentation +1

The Northumberland Dolphin Dataset: A Multimedia Individual Cetacean Dataset for Fine-Grained Categorisation

no code implementations7 Aug 2019 Cameron Trotter, Georgia Atkinson, Matthew Sharpe, A. Stephen McGough, Nick Wright, Per Berggren

Methods for cetacean research include photo-identification (photo-id) and passive acoustic monitoring (PAM) which generate thousands of images per expedition that are currently hand categorised by researchers into the individual dolphins sighted.

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