RolnickLab
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constrained-downscaling
constrained-downscaling PublicA project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
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Repositories
- antenna Public
An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.
- ClimateSetExtension Public
Data Processing Pipelines for ClimateSet - can be use to build your own climate model datasets for machine learning
- Alberta_Wells_Dataset Public
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery (Accepted at ICML 2025)
- ami-data-companion Public
Desktop app for analyzing images from autonomous insect monitoring stations using deep learning models
- ami-ml Public
Software, algorithms and documentation related to the Automated Monitoring of Insects using deep learning and other machine learning methods.
- nova Public
Component library, design system and UI discussions for multiple apps related to insect monitoring.
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- constrained-downscaling Public
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
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