Raspberry Pi 5 Plant Disease Detection Kit — Build an AI Camera That Identifies Leaf Diseases

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

Plant nurseries, agricultural retail outlets, and field scouts all face the same challenge — quickly identifying leaf diseases before they spread. With this kit you’ll build a handheld AI camera that uses a TensorFlow Lite model trained on the PlantVillage dataset to classify leaf diseases from a Raspberry Pi camera image. Point the camera at a leaf, snap a picture, and within milliseconds the OLED shows the most likely disease and its confidence score. The entire inference pipeline runs offline on the Raspberry Pi, so you can carry it into any greenhouse, polyhouse, or retail plant aisle without worrying about Wi‑Fi.

What You'll Build

You’ll assemble a self-contained plant disease diagnosis tool: a Raspberry Pi 5 with a Pi Camera Module 3 captures high‑resolution leaf images, stores the TFLite model and data on a blazing‑fast NVMe SSD attached via the M.2 HAT+, and displays results on a crisp 0.96‑inch OLED. The final device fits in one hand and helps you answer “Is this leaf healthy, or does it show signs of bacterial spot, late blight, or rust?” with the press of a button.

What You'll Learn

• Setting up a Raspberry Pi 5 with an NVMe SSD as the primary drive
• Connecting and configuring the Pi Camera Module 3 for still capture
• Running a quantized TensorFlow Lite model on‑device with hardware acceleration
• Interfacing a 0.96‑inch OLED display over I2C to show inference results

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is built for intermediate makers who have some Python experience and want to dive into edge AI. Students working on agri‑tech projects for CBSE Class 11–12, B.Tech ECE/EEE, Smart India Hackathon teams, or ATL Tinkering Labs will find it a practical way to apply computer vision to a real‑world problem. If you’re a plant nursery owner who likes to tinker or a field researcher prototyping a disease monitoring tool, the self‑contained offline operation makes it an ideal starting point.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.