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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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@snowex-hackweek

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catherine-m-breen/README.md

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 published in 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 (2023). This was the first ever study to use an active wildlife camera network to validate satellites for snow.

Pinned Loading

  1. snowpoles snowpoles Public

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

    Python 3

  2. CV4EcologySchool/snow-Dayz CV4EcologySchool/snow-Dayz Public

    A ResNet-50 model to classify winter weather in camera trap images. Paper to be presented at 2024 CVPR.

    Jupyter Notebook

  3. camera-traps-to-validate-satellites camera-traps-to-validate-satellites Public

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

    4