Data from: A convolutional neural network for detecting sea turtles in drone imagery

Gray PC, Fleishman AB, Klein DJ, McKown MW, Bézy VS, Lohmann KJ, Johnston DW

Date Published: January 2, 2019

DOI: https://doi.org/10.5061/dryad.5h06vv2

Files in this package

Content in the Dryad Digital Repository is offered "as is." By downloading files, you agree to the Dryad Terms of Service. To the extent possible under law, the authors have waived all copyright and related or neighboring rights to this data. CC0 (opens a new window) Open Data (opens a new window)

Title turtle_image_metadata
Downloaded 15 times
Description This file contains all turtle detections along with relevant metadata such as the image the detection is in, that image's file location, aircraft information, and precise turtle location in each image in both GPS and pixel locations. Also included are many validated false positives with the same metadata but a label of 0 instead of certain or positive turtle.
Download turtle_image_metadata.csv (40.96 Mb)
Details View File Details
Title duke_turtles
Downloaded 18 times
Description This is the first subset of images for the paper. Image metadata as well as turtle locations can be found in turtle_image_metadata.csv.
Download duke_turtles.zip (4.685 Gb)
Details View File Details
Title duke_turtles_r1
Downloaded 3 times
Description This is the second subset of images for the paper. Image metadata as well as turtle locations can be found in turtle_image_metadata.csv.
Download duke_turtles_r1.zip (3.078 Gb)
Details View File Details

When using this data, please cite the original publication:

Gray PC, Fleishman AB, Klein DJ, McKown MW, Bézy VS, Lohmann KJ, Johnston DW (2019) A convolutional neural network for detecting sea turtles in drone imagery. Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210x.13132

Additionally, please cite the Dryad data package:

Gray PC, Fleishman AB, Klein DJ, McKown MW, Bézy VS, Lohmann KJ, Johnston DW (2018) Data from: A convolutional neural network for detecting sea turtles in drone imagery. Dryad Digital Repository. https://doi.org/10.5061/dryad.5h06vv2
Cite | Share
Download the data package citation in the following formats:
   RIS (compatible with EndNote, Reference Manager, ProCite, RefWorks)
   BibTex (compatible with BibDesk, LaTeX)

Search for data

Be part of Dryad

We encourage organizations to: