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Plant-disease-detection

Technical Knowledge and Tools Required-

- Machine Learning

  1. Python
  2. Jupyter Notebooks
  3. Tensorflow/keras
  4. Image Processing Libraries(OpenCV, PIL)

- Development

  1. Java
  2. Android Studio
  3. FastAPI
  4. Pagekite hosting api

Datasets-

Plant Vilage Dataset

Original URL : https://data.mendeley.com/datasets/tywbtsjrjv/1

We have modified the dataset to identify disease in 5 diffrent crops

  1. Tomato
  2. Potato
  3. Corn
  4. Apple
  5. Grapes

WhatsApp Image 2024-04-23 at 5 17 03 PM

  1. _vs 0 - 20 mb
  2. _s 20 - 80 mb
  3. _m 80 - 300 mb #.gitignore
  4. _l 300 - 600 mb #.gitignore
  5. _vl 600 - 1000 mb #.gitignore
  6. _ul 1000 - ... mb #.gitignore

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