RolnickLab

OpenForest

:evergreen_tree: :deciduous_tree: :palm_tree: A catalogue of open access forest datasets

constrained-downscaling

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

climart

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

FoMo-Bench

SatBird

Repository for "SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data" (NeurIPS 2023 Datasets and Benchmarks track)

ClimateSet

A Large-Scale Climate Model Dataset for Machine Learning

ami-platform

ami-data-companion

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

gbif-species-trainer

Code for training a fine-grained species classification model using data from GBIF

ocp

FAENet code and training, based on OCP.

ami-dataset

Insect Identification in the Wild: The AMI Dataset

ImageNetBiodiversity

Repository of data to accompany the paper "Bugs in the Data: How ImageNet Misrepresents Biodiversity" (forthcoming)

ami-design-system

Component library, design system and UI discussion for multiple apps related to insect monitoring

ami-ml

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

ocp-al

ocp-dataset

Workflow for creating and analyzing the Open Catalyst Dataset

ClimateSetExtension

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

geospatial-tools

Repository for tools, clients and utilities to handle geospatial data