FathomVerse

Discover all life in the ocean

Anywhere

Ongoing

Citizen ScienceAnimalsComputers & TechnologyOcean Water Marinecsm-featuredmachine learninggameoceanartificial intelligenceaquariumdeep seacozygirl scoutsexplorationcsm2025taxonomyaimarine biologycsm2026

CREATE Lab, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA

Industrial Smoke Hunting

Train an Artificial Intelligence system to detect industrial smoke emissions automatically

Anywhere

Ongoing

Citizen ScienceEcology & EnvironmentComputers & Technologysmoke emissionsdeep learninglabel smoke emissions, pollution monitoring videos, train an Artificial Intelligence system, detect industrial smoke pollution, data, AIair qualitycomputer visionair pollution

MIT Center for Collective Intelligence

MIT Climate CoLab

Harness the power of collective intelligence to address climate

Anywhere

Ongoing

Citizen SciencePhysicsEcology & EnvironmentNature & OutdoorsClimate & WeatherCrowd FundingPolicyOcean Water MarineComputers & TechnologyEducationTransportationAwardsAgricultureSocial SciencePsychologyGeology & Earth ScienceFoodclimate changedecision makingweatherclimate & weathercollective intelligenceopensourcingcitizen sciencemitpolicy makingbottom upclimate colabcrowdsourcing

The Makeability Lab at the University of Washington

Project Sidewalk

Collect an open dataset on sidewalk accessibility in cities

Anywhere

Ongoing

Citizen ScienceComputers & TechnologyTransportationHealth & Medicinevirtualwheelchairsidewalkartificial intelligenceaicsm-featuredpedestrianopen sourcecsm2025csm2026machine learningopen datacrowdsourcingcitizen sciencecomputer visionaccessibility

Reef Environmental Education Foundation (REEF)

Size Matters: Innovative Length Estimates (SMILE)

Provide fish length data for fisheries stock assessments

Anywhere

Ongoing

Citizen SciencePolicyOcean Water MarineComputers & Technologyfisheriesflorida keyscitizen scienceunderwater imageryartificial intelligencefloridareefstock assessmentfisheries managementdivingvolunteerscuba

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FathomVerse

CREATE Lab, Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA

Industrial Smoke Hunting

MIT Center for Collective Intelligence

MIT Climate CoLab

The Makeability Lab at the University of Washington

Project Sidewalk

Reef Environmental Education Foundation (REEF)

Size Matters: Innovative Length Estimates (SMILE)

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