Growmie is a mobile application that detects plant diseases from leaf images using an on-device TensorFlow Lite CNN model. It will soon be uploaded to play store.
- 🔍 Plant Leaf Disease Detection
- Take a photo or upload from gallery.
- CNN model classifies visible symptoms on the leaf.
- 🧠 On-Device Inference
- Uses TensorFlow Lite — no internet required after install.
- 🛡️ Privacy First
- All processing happens securely on the device.
- 🚀 Lightweight
- Designed for low-resource Android devices.
- Dataset Used: Plant Village Plant Village Dataset.
- Framework: TensorFlow Lite (TFLite)
- Model Type: MobileNetV2
- Input: RGB image of a leaf (from camera or gallery)
- Output: Predicted disease label (e.g., "Powdery Mildew", "Leaf Rust", etc.)
- Disease Classification: It detects 38 plant diseases
