Datasets and models supporting image-based microbial detection and classification
Food AI Nexus
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AI & ML interests
AI benchmarks in food safety and public health
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🍎 Food AI Nexus
Food AI Nexus is an open science initiative led by Cornell University, with dataset contributions from researchers at Virginia Tech and Michigan State University. Our mission is to curate and host high-quality, publicly available datasets and models dedicated to solving critical challenges in food safety and public health.
🎯 Our Goals
- Data Curation: Centralizing diverse datasets—from supply chain risk prediction to bacterial detection—to bridge the gap between food science and machine learning.
- Model Innovation: Advancing the development of specialized algorithms and predictive models tailored for food safety domain.
- Interdisciplinary Collaboration: Stimulating partnerships between data scientists, food safety researchers, and industry professionals.
🤝 Get Involved
- We welcome contributions from researchers and developers worldwide.
- Reach out to Luke Qian (cq87@cornell.edu) to become a contributor or to share your food safety datasets.
Datasets and models supporting food supply chain risk analysis — spanning preharvest environments, dairy farms, processing facilities.
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food-ai-nexus/soil-listeria-baseline
Tabular Classification • Updated -
food-ai-nexus/pasteurized-milk-spoilage-classifier
Tabular Classification • Updated -
food-ai-nexus/global-food-safety-incidents
Viewer • Updated • 30.2k • 20 -
food-ai-nexus/fecal-indicator-water-nys
Viewer • Updated • 196 • 37
Datasets and models supporting image-based microbial detection and classification
Datasets and models supporting food supply chain risk analysis — spanning preharvest environments, dairy farms, processing facilities.
-
food-ai-nexus/soil-listeria-baseline
Tabular Classification • Updated -
food-ai-nexus/pasteurized-milk-spoilage-classifier
Tabular Classification • Updated -
food-ai-nexus/global-food-safety-incidents
Viewer • Updated • 30.2k • 20 -
food-ai-nexus/fecal-indicator-water-nys
Viewer • Updated • 196 • 37
datasets 11
food-ai-nexus/fecal-indicator-water-nys
Viewer • Updated • 196 • 37
food-ai-nexus/salmonella-serovar-hyperspectral-spectra
Viewer • Updated • 26k • 197
food-ai-nexus/salmonella-serovar-hyperspectral
Viewer • Updated • 500 • 20
food-ai-nexus/microcolony-domain-adaptation
Preview • Updated • 33
food-ai-nexus/global-food-safety-incidents
Viewer • Updated • 30.2k • 20
food-ai-nexus/soil-listeria-leaderboard-results
Viewer • Updated • 1 • 7
food-ai-nexus/soil-listeria-leaderboard-requests
Viewer • Updated • 1 • 6
food-ai-nexus/soil-listeria-us-land
Viewer • Updated • 622 • 17
food-ai-nexus/chicken-salmonella-campylobacter-us-facilities
Viewer • Updated • 4.89k • 17
food-ai-nexus/raw-milk-quality-nys-farms
Viewer • Updated • 569 • 16