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Growmie uses an on-device model to detect plant diseases

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🌿 Growmie – Plant Disease Detector

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.


📱 Features

  • 🔍 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.

🧪 Model Info

  • 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

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