catherine-m-breen,CMB,katiembreen,github

Hi ! 👋 Welcome to my github page!

Pronouns: she/her/ella

check out my website: https://catherine-m-breen.github.io/

Below are the code projects I am currently working on:

snowpoles -- a repository for a keypoint detection model to extract snow depth from snowpoles. Paper is under review at Water Resources Research!
CV4EcologySchool/snow-Dayz -- beta-model for a classifier to detect winter weather from camera traps using combined audio and visual information. Come check out the paper at CVPR Seattle 2024!
camera-traps-to-validate-satellites -- code for the paper in Remote Sensing of Environment. This was the first ever study to use an active wildlife camera network to validate satellites for snow!

CMB's Projects

basnet

Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection

binarysnowmaps_old

Workflow utilizing MODIS snow cover to extrapolate binary snow covered area

camera-traps-to-validate-satellites

Accompanying code for 2023 Remote Sensing of Environment paper, titled "Evaluating MODIS snow products using an extensive wildlife camera network"

rasterprocessing

scripts to preprocess .hdr, .bil, netcdfs and other raster file types

snow-depth-from-snow-stakes

MATLAB codes for automated and manual extraction of snow depth from snow stakes

snow-sinking

#snow-sinking project repo. snowex hackweek 2021

snowpoles

A keypoint detection model to extract snow depth from snow poles. We include steps to customize the model for improved results. Paper under review at Water Resources Research

Various scripts to organize wildlife camera (i.e. remote camera) images for remote sensing and machine learning application. These scripts can be modified to sort by day, month, when the photos are uploaded with the following format [Camera Number]DateOfCameraChange_ImageNumber. For example 15_20190724 (42).JPG. It uses the images built in metadata and that the camera number is the first number separated by a "_".

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