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@CV4EcologySchool Summer Workshop on Computer Vision Methods for Ecology

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    25 repositories

    • snow-Dayz

      Public
      A ResNet-50 model to classify winter weather in camera trap images. Paper to be presented at 2024 CVPR.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • oregon_critters

      Public
      models to detect and classify wildlife species in camera trap images from western Oregon -- by @appelc
      Jupyter Notebook
      •0•1•0•0•Updated Feb 13, 2024Feb 13, 2024

    • iberian_mammals_camtrap

      Public
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Oct 20, 2023Oct 20, 2023

    • bird-detector

      Public
      Detecting birds in cafes
      Python
      •0•0•0•0•Updated Sep 15, 2023Sep 15, 2023

    • reef-audio-representation-learning

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Sep 4, 2023Sep 4, 2023

    • ct_classifier

      Public
      Example repository for the CV4Ecology 2022 Summer School (lecture 4)
      Python
      •
      MIT License
      •7•6•0•0•Updated Aug 31, 2023Aug 31, 2023

    • yolo-hacks

      Public
      Useful utilities for YOLOv8
      Python
      •0•1•0•0•Updated Aug 30, 2023Aug 30, 2023

    • ultralytics

      Public
      NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
      Python
      •
      GNU Affero General Public License v3.0
      •6k•0•0•0•Updated Aug 25, 2023Aug 25, 2023

    • lst-super-res

      Public
      Increase the resolution of Land Surface Temperate (LST) images.
      Python
      •
      MIT License
      •1•1•0•0•Updated Jun 30, 2023Jun 30, 2023

    • mcsc

      Public
      Multicity Structural Connectivity Project
      R
      •
      MIT License
      •2•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • woody-draws

      Public
      Python
      •0•0•0•0•Updated Feb 1, 2023Feb 1, 2023

    • bear-proj-pie

      Public
      Pose Invariant Embedding Re-identification Plug-in - Part of the WildMe / Wildbook IA Project.
      Jupyter Notebook
      •
      Apache License 2.0
      •7•0•0•0•Updated Dec 8, 2022Dec 8, 2022

    • beaker-wigner-class

      Public
      My 2022 Beaker CV4E Caltech workshop project
      Python
      •0•0•0•0•Updated Nov 15, 2022Nov 15, 2022

    • iberianlynxreid

      Public
      Iberian Lynx Pose Invariant Embedding Re-identification
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Sep 13, 2022Sep 13, 2022

    • lynx-pie

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 3, 2022Sep 3, 2022

    • ant-size

      Public
      detecting ants and measuring their size
      Jupyter Notebook
      •0•0•0•0•Updated Aug 19, 2022Aug 19, 2022

    • bee-buzzes

      Public
      Buzzzzzzzzzzz
      Python
      •0•1•0•0•Updated Aug 18, 2022Aug 18, 2022

    • skycams_flytracker

      Public
      tracking flies using sky-facing cameras
      Python
      •1•0•0•0•Updated Aug 18, 2022Aug 18, 2022

    • pioproj

      Public
      Identifying piospheres using aerial imagery
      Jupyter Notebook
      •0•0•0•0•Updated Aug 17, 2022Aug 17, 2022

    • Lecture-13

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated Aug 17, 2022Aug 17, 2022

    • lecture-12-efficient-models

      Public
      CV4Ecology 2022 Lecture 12: Efficient Models and Speed vs. Accuracy
      Python
      •
      MIT License
      •7•0•0•0•Updated Aug 15, 2022Aug 15, 2022

    • audio_classifier_example

      Public
      Example repository for the CV4Ecology 2022 Summer School.
      Python
      •
      MIT License
      •0•5•0•0•Updated Aug 13, 2022Aug 13, 2022

    • lecture-9-data-augmentations

      Public
      Lecture 9 on Data Augmentation
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 11, 2022Aug 11, 2022

    • chile_trees

      Public
      This project tracks tree growth in Chile and quantifies carbon biomass
      Jupyter Notebook
      •0•0•0•0•Updated Aug 2, 2022Aug 2, 2022

    • Lecture-1

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 2, 2022Aug 2, 2022