FathomVerse

Discover all life in the ocean

Anywhere

Ongoing

Citizen ScienceAnimalsComputers & TechnologyOcean Water Marinemachine learningexplorationgamegirl scoutsaimarine biologycsm2025deep seaartificial intelligenceoceancozycsm-featuredaquariumtaxonomy

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 & Technologycomputer visionair pollutionsmoke emissionsdeep learninglabel smoke emissions, pollution monitoring videos, train an Artificial Intelligence system, detect industrial smoke pollution, data, AIair quality

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 ScienceFoodpolicy makingbottom upweathermitclimate colabopensourcingcollective intelligencecitizen scienceclimate & weatherclimate changedecision makingcrowdsourcing

The Makeability Lab at the University of Washington

Project Sidewalk

Collect an open dataset on sidewalk accessibility in cities

Anywhere

Ongoing

Citizen ScienceHealth & MedicineTransportationComputers & Technologywheelchairartificial intelligencemachine learningsidewalkcsm-featuredcomputer visionvirtualopen sourcecsm2025accessibilitycitizen scienceopen datacrowdsourcingcsm2026pedestrianai

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 & Technologystock assessmentflorida keysdivingcitizen scienceunderwater imageryfisheries managementvolunteerartificial intelligencescubafisheriesfloridareef

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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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