PlantDisease CNN
Try Demo

Interactive CNN Demo

Upload a plant leaf image and see how our CNN model detects diseases in real-time

Upload a Plant Leaf Image

Drag and drop an image here, or click to browse

How It Works

When you upload a plant leaf image, our CNN model processes it through multiple layers:

  1. The image is preprocessed and normalized to match the training data format
  2. Convolutional layers extract features like leaf texture, color patterns, and lesions
  3. Pooling layers reduce the image dimensions while preserving important features
  4. Fully connected layers classify the image based on the extracted features
  5. The output layer provides probabilities for different plant diseases

The model has been trained on thousands of images of healthy and diseased plant leaves, allowing it to recognize patterns associated with common plant diseases with high accuracy.

Note

This is a demonstration using simulated results. In a production environment, the analysis would be performed by a real CNN model running on a server or edge device.