Agriculture Lab
Crop disease, yield prediction, soil analysis, and plant phenotyping — all through one API key. PlantCV + FarmVibes + Sinong.
What's inside
Crop Disease Detection
Upload a leaf or plant image, get a ranked list of likely diseases with severity estimates. Supports wheat, rice, maize, soybean, tomato out of the box. PlantCV + ViT-based disease classifiers.
Yield Prediction
Predict crop yield from field data, weather, and soil composition. Uses FarmVibes.AI + historical yield regression. Returns the headline yield plus the top contributing factors.
Soil Analysis
Soil pH, organic matter, N/P/K/Ca/Mg, and texture classification from spectral or location data. Fertility scoring and recommendations included.
Plant Phenotyping
Automatic phenotyping from images — leaf area, plant height, perimeter, solidity, eccentricity, NDVI proxy. Based on PlantCV.
FAQ
What's Sinong?›
Sinong is China's first open-source agricultural AI model, launched on GitHub and ModelScope in 2025. It covers crop disease, yield prediction, and precision breeding. We're watching it for deeper integration.
Which crops are supported?›
Out of the box: wheat, rice, maize, soybean, tomato. The underlying PlantCV and FarmVibes models handle dozens more — we're adding them incrementally. Email support if you need a specific crop.
What about CropGPT?›
CropGPT integrates genomics, AI, and gene editing for precision breeding. It's a research framework more than a drop-in model. We're building a synbio-agriculture bridge in a future sprint.
Who uses this?›
Agtech startups, cooperatives, university extension services, and individual farmers. 81% of large farms are willing to adopt AI per recent surveys, but the tools are scattered. SciRouter unifies them.
What's the business model fit?›
Agriculture has huge volume, low margin, high impact. Weekend-Scientist tier at $19/mo covers most hobbyist farm plots. Enterprise tier for cooperatives and agtech platforms.