Logo Lanfrica

Asemeit/FieldMate

Domaine:

agriculture

Type de record:

software
Créateur:
Ase
Hôte:
Offline-first PWA crop disease advisor for smallholder farmers in Uasin Gishu County, Kenya # FieldMate **AI-enabled crop disease advisor for smallholder farmers** FieldMate is a mobile-first Progressive Web App (PWA) built for farmers in **Uasin Gishu County, Kenya**. Farmers photograph crop leaves to identify diseases, get bilingual treatment advice (English & Kiswahili), check weather-related outbreak risk, and keep scan history offline. **Repository:** github.com --- ## Features ### For farmers - **Leaf disease detection** — on-device TensorFlow.js model (PlantVillage-trained) for maize, potato, and tomato - **Advisory fallbacks** — optional Claude Vision API, or built-in disease knowledge base (demo mode) - **Bilingual UI & voice** — English / Kiswahili guidance for low-literacy users - **Weather & disease risk** — Open-Meteo climate data for Eldoret / Uasin Gishu - **Scan history & PDF reports** — save diagnoses locally and export printable advice - **Offline-first PWA** — IndexedDB storage; installable on phone home screen - **Secure auth** — register / login / forgot password with hashed passwords ### For administrators - **User management** — view, edit, reset password, and delete farmer accounts - **Disease catalog** — add, edit, or remove crop disease advisories used by the app - **Reports dashboard** — scans by crop, disease, severity, and time range; export PDF summary - **Enrolment & backup** — register Uasin Gishu pilot farmers; export/import JSON backups - **Optional Claude API key** — enable live AI analysis when online --- ## Tech stack | Layer | Technology | |--------|------------| | UI | React 19, TypeScript, Tailwind CSS, Vite | | Routing | React Router | | ML | TensorFlow.js (browser inference) | | Storage | IndexedDB (`FieldMateDB`) | | PWA | `vite-plugin-pwa` (service worker + install prompt) | | Weather | Open-Meteo API | | Reports | jsPDF | | Deploy | Vercel (static SPA) | --- ## Getting started ### Requirements - Node.js 18+ (20+ recommended) - Chrome recommended for camera / PWA demos ### Install …