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    31 repositories

    • antenna

      Public
      An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.
      aicomputer-visionalgorithms
      aicomputer-visionalgorithmsbiologymlecologycamera-trapsinvertebratesmlops
      Python
      •
      GNU General Public License v3.0
      •12•31•211•49•Updated Apr 8, 2026Apr 8, 2026

    • ami-data-companion

      Public
      Desktop app for analyzing images from autonomous insect monitoring stations using deep learning models
      Python
      •
      MIT License
      •7•9•16•20•Updated Apr 4, 2026Apr 4, 2026

    • antenna-landing-page

      Public
      This is the landing page for Antenna Insect Data Platform.
      TypeScript
      •
      GNU General Public License v3.0
      •0•0•4•0•Updated Apr 3, 2026Apr 3, 2026

    • ClimateSetExtension

      Public
      Data Processing Pipelines for ClimateSet - can be use to build your own climate model datasets for machine learning
      Python
      •0•0•3•3•Updated Mar 31, 2026Mar 31, 2026

    • climatem

      Public
      Emulating climate model data with causal representation learning.
      Python
      •
      MIT License
      •1•3•0•4•Updated Mar 31, 2026Mar 31, 2026

    • geospatial-tools

      Public
      Repository for tools, clients and utilities to handle geospatial data
      Jupyter Notebook
      •
      MIT License
      •0•0•1•0•Updated Mar 30, 2026Mar 30, 2026

    • nova

      Public
      Component library, design system and UI discussions for multiple apps related to insect monitoring.
      TypeScript
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Mar 30, 2026Mar 30, 2026

    • DINOvTree

      Public
      Estimating Individual Tree Height and Species from UAV Imagery
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Mar 26, 2026Mar 26, 2026

    • downscaling-transferability

      Public
      This repository contains code developing DL models that perform well on location transferability in downscaling.
      Python
      •0•4•9•0•Updated Mar 24, 2026Mar 24, 2026

    • ocp

      Public
      FAENet code and training, based on OCP.
      Python
      •
      MIT License
      •459•7•2•7•Updated Mar 15, 2026Mar 15, 2026

    • ami-ml

      Public
      Software, algorithms and documentation related to the Automated Monitoring of Insects using deep learning and other machine learning methods.
      Jupyter Notebook
      •
      MIT License
      •2•7•25•5•Updated Mar 9, 2026Mar 9, 2026

    • CISO-SDM

      Public
      Species Distribution Modelling with Partial Labels
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•4•0•2•Updated Dec 24, 2025Dec 24, 2025

    • ami-landing-page

      Public
      This is the landing page for Automated Monitoring of Insects (AMI).
      TypeScript
      •
      GNU General Public License v3.0
      •0•1•2•0•Updated Dec 15, 2025Dec 15, 2025

    • antenna-docs

      Public
      Mkdocs repository for Antenna's documentation
      Makefile
      •
      MIT License
      •0•1•3•1•Updated Dec 15, 2025Dec 15, 2025

    • Open-Insect

      Public
      Python
      •
      MIT License
      •2•3•0•0•Updated Nov 20, 2025Nov 20, 2025

    • causal-graph-comparison

      Public
      Jupyter Notebook
      •0•0•19•0•Updated Sep 28, 2025Sep 28, 2025

    • ClimateSet

      Public
      A Large-Scale Climate Model Dataset for Machine Learning
      Python
      •
      GNU General Public License v3.0
      •8•32•8•0•Updated Aug 11, 2025Aug 11, 2025

    • Alberta_Wells_Dataset

      Public
      Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery (Accepted at ICML 2025)
      computer-visionremote-sensingclimate-change
      computer-visionremote-sensingclimate-change
      Python
      •
      Other
      •1•6•0•0•Updated May 26, 2025May 26, 2025

    • FoMo-Bench

      Public
      Python
      •
      MIT License
      •5•56•3•0•Updated Mar 14, 2025Mar 14, 2025

    • constrained-downscaling

      Public
      A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
      climateemulationsuper-resolution
      climateemulationsuper-resolutiondownscalingphysics-constrained
      Python
      •
      MIT License
      •9•96•2•0•Updated Feb 25, 2025Feb 25, 2025

    • aiid-perch

      Public
      A fork of Perch to develop bird aiid models
      Python
      •
      Apache License 2.0
      •67•0•0•0•Updated Feb 21, 2025Feb 21, 2025

    • OpenForest

      Public
      :evergreen_tree: :deciduous_tree: :palm_tree: A catalogue of open access forest datasets
      Python
      •
      Apache License 2.0
      •16•207•1•0•Updated Nov 12, 2024Nov 12, 2024

    • montreal-guide

      Public
      TypeScript
      •0•0•0•0•Updated Oct 19, 2024Oct 19, 2024

    • gbif-species-trainer

      Public
      Code for training a fine-grained species classification model using data from GBIF
      Python
      •
      MIT License
      •1•6•2•0•Updated Aug 29, 2024Aug 29, 2024

    • Forest-Monitoring

      Public
      The code repository for our work: "Tree semantic segmentation from aerial image time series" 🌳
      machine-learningtime-seriesforest
      machine-learningtime-seriesforestsemantic-segmentationclimate-changebiodiversity-monitoring
      Python
      •0•5•0•0•Updated Aug 23, 2024Aug 23, 2024

    • ami-dataset

      Public
      Insect Identification in the Wild: The AMI Dataset
      MIT License
      •0•4•1•0•Updated Jul 9, 2024Jul 9, 2024

    • SatBird

      Public
      Repository for "SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data" (NeurIPS 2023 Datasets and Benchmarks t…
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •4•27•0•1•Updated Apr 15, 2024Apr 15, 2024

    • climart

      Public
      A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)
      machine-learningemulationpytorch
      machine-learningemulationpytorchradiative-transferdatasetneural-networksatmospheric-scienceclimate-changedistributional-shiftclimart
      Python
      •
      Creative Commons Attribution 4.0 International
      •5•43•0•0•Updated Nov 29, 2022Nov 29, 2022

    • ImageNetBiodiversity

      Public
      Repository of data to accompany the paper "Bugs in the Data: How ImageNet Misrepresents Biodiversity" (forthcoming)
      MIT License
      •0•3•0•0•Updated Aug 24, 2022Aug 24, 2022

    • ocp-dataset

      Public
      Workflow for creating and analyzing the Open Catalyst Dataset
      Python
      •38•0•0•0•Updated Mar 2, 2022Mar 2, 2022
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