Detect crop disease and quantify plant phenotypes from photos
PlantCV is the de facto open-source library for plant phenotyping. SciRouter exposes it plus disease-detection models (PlantDoc, FarmVibes) as a unified API: upload a photo of a leaf, get back disease class, severity, and morphological measurements. 81% of large farms say they're willing to adopt AI — this makes that trivial.
/v1/agriculture/detect-diseaseimport requests
r = requests.post(
"https://scirouter-gateway-production.up.railway.app/v1/agriculture/detect-disease",
headers={"Authorization": "Bearer sk-sci-..."},
json={
"image_url": "https://example.com/wheat-leaf.jpg",
"crop": "wheat",
},
)
result = r.json()["data"]
print(f"Disease: {result['disease']} (severity {result['severity']})")
print(f"Affected area: {result['affected_pct']:.0%}")Precision agriculture
Farm health monitoring
University crop research
Citizen science apps