FathomVerse

Discover all life in the ocean

Anywhere

Ongoing

Citizen ScienceAnimalsComputers & TechnologyOcean Water Marineaimachine learningexplorationmarine biologyaquariumcozycsm-featuredcsm2025oceancsm2026taxonomydeep seagirl scoutsgameartificial intelligence

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 & Technologylabel smoke emissions, pollution monitoring videos, train an Artificial Intelligence system, detect industrial smoke pollution, data, AIcomputer visionair qualitysmoke emissionsdeep learningair 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 changeweatherdecision makingcollective intelligencepolicy makingmitclimate colabopensourcingcitizen sciencecrowdsourcingbottom upclimate & weather

The Makeability Lab at the University of Washington

Project Sidewalk

Collect an open dataset on sidewalk accessibility in cities

Anywhere

Ongoing

Citizen ScienceHealth & MedicineTransportationComputers & Technologyaiopen datamachine learningcsm2026sidewalkopen sourceartificial intelligencecsm-featuredcitizen sciencewheelchairvirtualpedestriancrowdsourcingcsm2025accessibilitycomputer vision

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 & Technologyflorida keysfisheries managementdivingartificial intelligencestock assessmentfloridareefunderwater imageryvolunteercitizen sciencefisheriesscuba

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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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