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

ClimateSet

A Large-Scale Climate Model Dataset for Machine Learning

SatBird

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

antenna

An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.

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-ml

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

Forest-Monitoring

The code repository for our work: "Tree semantic segmentation from aerial image time series" 🌳

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)

nova

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

ami-landing-page

This is the landing page for Automated Monitoring of Insects (AMI).

ocp-al

ocp-dataset

Workflow for creating and analyzing the Open Catalyst Dataset

aiid-perch

A fork of Perch to develop bird aiid models

Alberta_Wells_Dataset

antenna-landing-page

This is the landing page for Antenna Insect Data Platform.

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

montreal-guide