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Food System
Research and applications that make food systems legible, measuring nutrient-dense food availability in rural markets, mapping nutritional deserts, and integrating data across agriculture, nutrition, and livelihood programmes to support cross-sectoral decision-making.
3applications
25technologies
Applications
applicationshipped
Multi-agent system · cross-sector analytics
One analytical system for agriculture, nutrition, rural development, and livelihood programmes — explored through four AI assistants for policy, maps, data, and reports.
- 4
- AI assistants
- 4 → 1
- Programme sectors unified
stack
- LangGraph agents
- RAG
- NL data queries
- Conversational GIS
- Report generation
- Regional languages
- +3
applicationshipped
3D volume CV · market measurement
Smartphone CV pipeline for reference-free 3D food volume estimation at rural market scale.
- 95%
- Classification
- 14%
- Volume error
stack
- Mask R-CNN
- ResNet18
- LSTM
- 6DoF pose
- +1
~/work/haatvisionaiopen→
applicationshipped
Spatial siting · accessibility modelling
Spatial siting of rural markets using accessibility, population, and nighttime lights.
- Haat siting
- Focus
- HSC
- Method
stack
- Accessibility modelling
- Nighttime lights
- Spatial clustering
~/work/infrastructure-planningopen→