About CropSense
An AI-powered crop quality assessment platform for tomato farmers and food distributors.
What it does
Harvest Intelligence
Upload a photo of a harvested tomato batch. Gemini Vision counts visible defects (rot, bruises, cracks, uneven colour). A rule-based engine grades the batch as Class I / Class II / Reject and assigns a logistics route.
Field Intelligence
Upload a photo of a tomato plant leaf. Gemini Vision classifies the disease against the PlantVillage taxonomy (10 disease classes) and returns a risk level, quality forecast, and agronomic intervention.
Built with
Powers both the Harvest Intelligence and Field Intelligence modules. Analyses crop photos via OpenRouter to count defects and classify plant diseases against the PlantVillage taxonomy.
Hosts the Next.js frontend with edge CDN, zero-config deployments, and built-in Vercel Analytics for tracking user behaviour.
Used to scaffold the initial component architecture and glassmorphic design system (shadcn/ui + Tailwind v4 design tokens).
AI-powered IDE used throughout the entire build, from backend decision-engine logic to frontend component iteration.