WFP - Disaster Response - AI for Disaster Response: Improving Emergency Management During Cyclones, AI for Peace PWG- Coronavirus: Using AI to Understand Policy Effects on the Economically Marginalized during Pandemics, TrashOut - Fighting Illegal Dumping: Identifying Dumpsites to Contribute to a Cleaner World, Save the Children - Preventing Online Violence Against Children, Need Energy - Increasing Clean energy Access in Africa, IRAP - Preventing Road Crashes and Saving Lives, Engie Factory Solar AI - Increasing Solar Energy Adoption Through Machine Learning Roof Detection, Retrolux-Building a Recommendation Engine for Energy Solutions to Increase Sustainability and Energy Efficiency in Buildings, WEO-Building an NLP tool to Improve Natural Disaster and Water Resource Management, RenewSenses - Helping People with Visual Impairment to Easily Use Buses through Computer Vision, Endangered Wildlife - Develop an AI System to Identify Ecosystem Services and Automate Data Collection for Endangered Species, Kanda - Building a 12-hour Rainfall Forecasting AI Model to Mitigate Climate Change Variability in West Africa, Consenz - Improve Driver Voice Assistance Using Machine Learning to Help Reduce Road Accidents, Ceretai - Using Computer Vision to Detect Ethnicity in News and Videos and Improve Ethnicity Awareness, BluePlanet- Using Computer Vision to Estimate Biomass of Fish for Sustainable Food Production, Save the Children: Deploying an Accurate Classifier to Stop Online Violence Against Children using NLP

Impact Hub Istanbul - Disaster Response: Improving the Aftermath Management of an Earthquake, Creedix - Unbanked - Machine Learning for Credit Scoring: Banking the unbanked!, WRI Climate Change - Leveraging Machine Learning to Minimize Climate Change Impacts, AI for Peace PWG- Coronavirus: Using AI to Understand Policy Effects on the Economically Marginalized during Pandemics, WRI Kenya - Understanding Land Ownership in Kenya to Help Restore Lands, Need Energy - Increasing Clean energy Access in Africa, Equilo-Building an Organisational Gender Equality Assessment Functionality Using Machine Learning

Engie Factory Solar AI - Increasing Solar Energy Adoption Through Machine Learning Roof Detection

Dryad - Building AI Model to Detect Forest Wood Fire through Sensor Data Analysis, DataCamp: Developing an AI-Driven Chatbot for Disaster Assistance and Emergency Relief

WFP - Crop Classification - Fighting Hunger Through Machine Learning Based Crop Classification

MangoSciences: Using AI to support affordability of oncology immunotherapy treatments, TrashOut - Fighting Illegal Dumping: Identifying Dumpsites to Contribute to a Cleaner World, WRI Climate Change - Leveraging Machine Learning to Minimize Climate Change Impacts, Reboot Rx - Cancer Treatment: Identifying Drugs to Repurpose, UNDP - Digital Divide: Analyzing the Role of Connectivity on Economic & Human Development, Techstars Energy Startup-Classifying Rooftops Through Neural Networks to Eliminate Energy Waste of Facilities, Dryad - Building AI Model to Detect Forest Wood Fire through Sensor Data Analysis, FoodTech - Preventing Food Waste by Building a Forecasting Model to Predict Sales of Fresh Food, Litha: NLP and Conversational AI for Compassionate AI Psychologist with Human-like Memory, MobileUurka: Democratizing Access to Maternal Care in Sub-Saharan Africa with Machine Learning

TrashOut - Fighting Illegal Dumping: Identifying Dumpsites to Contribute to a Cleaner World, WRI Climate Change - Leveraging Machine Learning to Minimize Climate Change Impacts, Weedbot - Detecting Weed to Reduce Costs & Environmental Footprint

WFP - Disaster Response - AI for Disaster Response: Improving Emergency Management During Cyclones, AI for Peace PWG- Coronavirus: Using AI to Understand Policy Effects on the Economically Marginalized during Pandemics, TrashOut - Fighting Illegal Dumping: Identifying Dumpsites to Contribute to a Cleaner World, Save the Children - Preventing Online Violence Against Children, Need Energy - Increasing Clean energy Access in Africa, IRAP - Preventing Road Crashes and Saving Lives, Engie Factory Solar AI - Increasing Solar Energy Adoption Through Machine Learning Roof Detection, Retrolux-Building a Recommendation Engine for Energy Solutions to Increase Sustainability and Energy Efficiency in Buildings, WEO-Building an NLP tool to Improve Natural Disaster and Water Resource Management, RenewSenses - Helping People with Visual Impairment to Easily Use Buses through Computer Vision, Endangered Wildlife - Develop an AI System to Identify Ecosystem Services and Automate Data Collection for Endangered Species, Kanda - Building a 12-hour Rainfall Forecasting AI Model to Mitigate Climate Change Variability in West Africa, Consenz - Improve Driver Voice Assistance Using Machine Learning to Help Reduce Road Accidents, Ceretai - Using Computer Vision to Detect Ethnicity in News and Videos and Improve Ethnicity Awareness, BluePlanet- Using Computer Vision to Estimate Biomass of Fish for Sustainable Food Production, Save the Children: Deploying an Accurate Classifier to Stop Online Violence Against Children using NLP

Impact Hub Istanbul - Disaster Response: Improving the Aftermath Management of an Earthquake, Creedix - Unbanked - Machine Learning for Credit Scoring: Banking the unbanked!, WRI Climate Change - Leveraging Machine Learning to Minimize Climate Change Impacts, AI for Peace PWG- Coronavirus: Using AI to Understand Policy Effects on the Economically Marginalized during Pandemics, WRI Kenya - Understanding Land Ownership in Kenya to Help Restore Lands, Need Energy - Increasing Clean energy Access in Africa, Equilo-Building an Organisational Gender Equality Assessment Functionality Using Machine Learning

Bondy: Using Satellite Imagery for Reforestation in Madagascar, Agreed Earth: Developing an AI-Based System to Remotely Monitor Nitrogen-Flow in Farms in Real-Time, Finz - Predict Climate and Geopolitical Risks for Financing Water and Energy Needs in West and Central Africa, BigCodeGen: Predicting Short-Term Traffic Flow Congestion on Urban Motorway Networks, HOT: AI Assisted Collaborative Mapping Tool for Disaster Management, Brainpool - Drone Data and Environmental Sensor Read-out to Automate Plant Health Prediction and Drought Control, Nitrolytics: Determining the Water Retention Capacity of Naturally Fertilized Soil through Machine Learning, Glint Solar - Using AI to Identify Optimal Locations Spots for Floating Solar Installations, Azolla - Building regenerative farming solutions with AI enabling agricultural carbon markets, Tanzania Challenge: Tackling Deforestation in Tanzania with AI-A Mangrove-focused Pilot Project for National Carbon Monitoring, 1tFund - Quantifying the Impact of Forest Landscape Restoration Through Predictive Analytics, Dryad - Building AI Model to Detect Forest Wood Fire through Sensor Data Analysis, Kanda - Building a 12-hour Rainfall Forecasting AI Model to Mitigate Climate Change Variability in West Africa, HOT: Enhancing Global Mapping Through AI: A Collaborative Initiative with Humanitarian OpenStreetMap Team and Omdena