Repositories list

• antenna

  Public
  TypeScript

  •

  GNU General Public License v3.0

  •3•10•96•11•Updated Oct 11, 2024Oct 11, 2024

• ClimateSetExtension

  Public
  Data Processing Pipelines for ClimateSet - can be use to build your own climate model datasets for machine learning

  Python

  •0•0•3•1•Updated Oct 11, 2024Oct 11, 2024

• adp-landing-page

  Public
  This is the landing page for AMI Data Platform.

  TypeScript

  •0•0•2•1•Updated Oct 10, 2024Oct 10, 2024

• ocp

  Public
  FAENet code and training, based on OCP.

  Python

  •

  MIT License

  •243•5•2•6•Updated Oct 8, 2024Oct 8, 2024

• OpenForest

  Public
  🌲 🌳 🌴 A catalogue of open access forest datasets

  Python

  •

  Apache License 2.0

  •10•107•0•0•Updated Oct 3, 2024Oct 3, 2024

• ami-data-companion

  Public
  Desktop app for analyzing images from autonomous insect monitoring stations using deep learning models

  Python

  •

  MIT License

  •3•9•3•8•Updated Sep 28, 2024Sep 28, 2024

• geospatial-tools

  Public
  Repository for tools, clients and utilities to handle geospatial data

  Jupyter Notebook

  •

  MIT License

  •0•0•1•0•Updated Sep 23, 2024Sep 23, 2024

• fg-nova

  Public
  Component library, design system and UI discussions for multiple apps related to insect monitoring.

  GNU General Public License v3.0

  •0•1•1•1•Updated Sep 20, 2024Sep 20, 2024

• FoMo-Bench

  Public
  Python

  •

  MIT License

  •1•34•1•0•Updated Sep 18, 2024Sep 18, 2024

• ClimateSet

  Public
  A Large-Scale Climate Model Dataset for Machine Learning

  Python

  •

  GNU General Public License v3.0

  •6•21•8•0•Updated Sep 5, 2024Sep 5, 2024

• ami-ml

  Public
  Software, algorithms and documentation related to the Automated Monitoring of Insects using deep learning and other machine learning methods.

  Python

  •

  MIT License

  •1•1•22•2•Updated Sep 2, 2024Sep 2, 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+ 3semantic-segmentationclimate-changebiodiversity-monitoring

  Python

  •0•4•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 track)

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •2•23•0•1•Updated Apr 15, 2024Apr 15, 2024

• constrained-downscaling

  Public
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.

  climateemulationsuper-resolution+ 2downscalingphysics-constrained

  Python

  •4•67•4•0•Updated Jul 15, 2023Jul 15, 2023

• 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-learningemulationradiative-transfer+ 7datasetneural-networksatmospheric-scienceclimate-changedistributional-shiftclimartpytorch

  Python

  •

  Creative Commons Attribution 4.0 International

  •4•40•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

  •32•0•0•0•Updated Mar 2, 2022Mar 2, 2022

• ocp-al

  Public
  MIT License

  •0•0•0•0•Updated Feb 12, 2022Feb 12, 2022