WSU Lynx

Overview

This data set contains 280,485 sequences of camera trap images from 637 locations in Washington, USA, totaling 1,205,453 images. Labels are provided for 26 categories. The most common categories are “empty” (215,659 sequences), “domestic cattle” (17,929 sequences) and “odocoileus hemionus” (mule deer) (10,756 sequences). Images of humans and vehicles have been removed.

Images were collected from camera traps placed on public lands in north-central and northeastern Washington in 2016-2017. Cameras were placed on roads and hiking trails, unbaited, at ~60 cm height. We restricted camera placement to elevations >1,000m when possible. We spaced cameras ≥1km apart within a given grid cell. We set cameras to record a burst of 4–5 images each time they were triggered, to provide multiple views of the focal species. Sampling period spanned snow-off months (June-Oct), in 2016-2017.

Citation, license, and contact information

For questions about this data set, contact Daniel Thornton at Washington State University.

This data set is released under the Community Data License Agreement (permissive variant).

Data format

Annotations (including species tags and unique location identifiers) are provided in COCO Camera Traps format.

For information about mapping this dataset’s categories to a common taxonomy, see this page.

Downloading the data

Metadata is available here.

Images are available in the following cloud storage folders:

  • gs://public-datasets-lila/wsu-lynx (GCP)
  • s3://us-west-2.opendata.source.coop/agentmorris/lila-wildlife/wsu-lynx (AWS)
  • https://lilawildlife.blob.core.windows.net/lila-wildlife/wsu-lynx (Azure)

We recommend downloading images (the whole folder, or a subset of the folder) using gsutil (for GCP), aws s3 (for AWS), or AzCopy (for Azure). For more information about using gsutil, aws s3, or AzCopy, check out our guidelines for accessing images without using giant zipfiles.

If you prefer to download individual images via http, you can. For example, the thumbnail below appears in the metadata as:

Lynx2016_2017_RawCameraData/Cell253Camera5/IMG_2507.JPG

This image can be downloaded directly from any of the following URLs (one for each cloud):

Having trouble downloading? Check out our FAQ.

Other useful links

MegaDetector results for all camera trap datasets on LILA are available here.

Information about mapping camera trap datasets to a common taxonomy is available here.

a lynx a camera trap image

Posted by Dan Morris.