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Plant Leaf Disease Detection System Using Neural Network

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General Information

Plant Leaf Disease Detection System is a webapp which detects the health condition of the plant using the leaf image as an input.

Technologies Used

  • Python
  • Matplotlib
  • Numpy
  • Tensorflow
  • Object Detection
  • Pillow
  • CNN (VGG19)
  • ExpressJS
  • ReactJS
  • PostgreSQL
  • NodeJS

Features

  • API for prediction model
  • Application for the farmers
  • Predicts 26 diseases in 14 crop species
  • Trained with 56,306 images for better accuracy

Project Status

under-development

Deployment

not-for-deployment

Contact

Project By: Kamran Jameel, Devansh Kaushik.

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A model and an API for detection of 16 species of plants with 38 diseases

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