- No file added yet -
NDD20.zip
dataset
posted on 2020-05-27, 10:43 authored by Cameron Patrick TrotterCameron Patrick Trotter, Kirsten RichardsonKirsten Richardson, Georgia Wilson AtkinsonGeorgia Wilson Atkinson, Matt SharpeMatt Sharpe, Andrew McGoughAndrew McGough, Nicholas WrightNicholas Wright, Per Berggren, Ben BurvilleWe introduce the Northumberland Dolphin Dataset 2020 (NDD20), a
challenging image dataset annotated for both coarse and fine-grained
instance segmentation and categorisation. This dataset, the first
release of the NDD, was created in response to the rapid expansion of
computer vision into conservation research and the production of
field-deployable systems suited to extreme environmental conditions - an
area with few open source datasets.
NDD20
contains a large collection of above and below water images of two
different dolphin species for traditional coarse and fine-grained
segmentation. All data contained in NDD20 was obtained via manual
collection in the North Sea around the Northumberland coastline, UK.
This dataset is licensed under CC-BY-NC-SA 4.0 and thus may not be
used for commercial purposes. If you wish to discuss utilising this
dataset for commercial purposes please contact the authors.
NDD20 is accompanied by the following paper: https://arxiv.org/abs/2005.13359
When using this dataset, please cite:
@inproceedings{Trotter2020NDD20AL,
title={NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation},
author={Cameron Trotter and Georgia Atkinson and Matt Sharpe and Kirsten Richardson and A. Stephen McGough and Nick Wright and Ben Burville and Per Berggren},
year={2020}
}
Funding
EP/L015358/1
Ridley Fellowship
History
UoA
- Computer Science and Informatics
