CS65-RE76 :: Duckweed Smart Farming System with IoT Sensing and Image Processing
ระบบ Smart Farming สำหรับการเพาะเลี้ยงไข่ผำ ด้วยเซนเซอร์ตรวจจับค่าน้ำอัจฉริยะกับเทคโนโลยีประมวลผลภาพ
details
DuWeeNext is a user-friendly mobile app for Wolffia globosa (ไข่ผำ) farmers. It empowers growers with IoT sensors for real-time water quality monitoring (pH, temp, TDS) and instant alerts for threshold exceedance.The AI image analysis tool diagnoses crop issues like algae and fertilizer problems, providing clear recommendations. With built-in educational guides on preventing contamination, DuWeeNext helps farmers boost productivity, ensure quality, and grow their business sustainably.
tools & techniques
Mobile Application (Frontend)
- Language: TypeScript
- Framework: React Native, Expo
- Styling & UI: NativeWind, React-Native-Paper
- Libraries: Axios, Firebase SDK, Expo-Router, Zod, React-Native-Chart-Kit
- Platform: Android
- Testing: Jest
Backend
- Languages: Go, Python
- Frameworks: Fiber (Go), FastAPI (Python)
- Authentication: JWT or OAuth2
- Messaging: EMQX (MQTT Broker)
- Email Services: SMTP or SendGrid
- Machine Learning Model : EfficientNetB2 (with K-Fold cross- validation)
Database
- PostgreSQL (Relational Data)
- MinIO (Object Storage)
Infrastructure
- Containerization: Docker, Docker Compose
- Web Server & Reverse Proxy: Nginx
- Security: HTTPS/TLS
Design
- Figma
Project Management
- Microsoft task planner
Version Control
- GitHub
Dataset Management & Model
- Google drive
- Kaggle
- Roboflow
author
MR.PONGKHUN POONSUPSOPON
รหัสนักศึกษา 65130500216
pongkhun.poon@mail.kmutt.ac.thMR.KYAR PHAE
รหัสนักศึกษา 65130500231
kyar.phae@mail.kmutt.ac.thMR.PAVADOL DECHASIDPHAISAN
รหัสนักศึกษา 65130500240
pavadol.dech@mail.kmutt.ac.thadvisor
Pornchai Mongkolnam
Watanyoo Suksa-ngiam
