Urban Farm DB
Research catalogue
Database research record2026·Global

Real time Plant Disease detection and Classification using CNN Integrated IOT Framework

Pranali Nitnaware, Rina Mundle, Disha Sahastrabuddhe, Shahastrika Kamble, Himanshu Nandankar

Open MIND

Urban Farm DB summary

This paper proposes an Android application integrating plant disease detection and waste management for urban agriculture. The system uses a lightweight TensorFlow Lite CNN model to detect plant diseases from leaf images in real time and provides treatment recommendations. It also includes a module for users to submit waste complaints with images, descriptions, and GPS information, allowing administrators to monitor and update statuses via the cloud.