Plant Disease Detection

Running on Local Host :

• Clone the repository on local host
• Run command pip install -r requirements.txt
• If get any error from above command use pip3 install -r requirements.txt
• Run the application
  • Window users : python app.py
  • Linux users : python3 app.py

Intro to Website :

• Home Page :
  • Page Contatins file Upload:
    • Upload the picture of leaf and get the disease detected
  • Page also contatin link option for online pictures
  
• Live Detection :
  • Page detect the live images

## Model Specs : * Trained on 17572 images * can predict 38 Disease * Xception net with imagenet used * 92 % model Accuracy on below categories

Classes Model can Predict

• Apple___Apple_scab
• Apple___Black_rot
• Apple___Cedar_apple_rust
• Apple___healthy
• Blueberry___healthy
• Cherry_(including_sour)___healthy
• Cherry_(including_sour)___Powdery_mildew
• Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot
• Corn_(maize)__Common_rust
• Corn_(maize)___healthy
• Corn_(maize)___Northern_Leaf_Blight
• Grape___Black_rot
• Grape___Esca_(Black_Measles)
• Grape___healthy
• Grape___Leaf_blight_(Isariopsis_Leaf_Spot)
• Orange___Haunglongbing_(Citrus_greening)
• Peach___Bacterial_spot
• Peach___healthy
• Pepper,_bell___Bacterial_spot
• Pepper,_bell___healthy
• Potato___Early_blight
• Potato___healthy
• Potato___Late_blight
• Raspberry___healthy
• Soybean___healthy
• Squash___Powdery_mildew
• Strawberry___healthy
• Strawberry___Leaf_scorch
• Tomato___Bacterial_spot
• Tomato___Early_blight
• Tomato___healthy
• Tomato___Late_blight
• Tomato___Leaf_Mold
• Tomato___Septoria_leaf_spot
• Tomato___Spider_mites
• Two-spotted_spider_mite
• Tomato___Target_Spot
• Tomato___Tomato_mosaic_virus
• Tomato___Tomato_Yellow_Leaf_Curl_Virus

How to Use:

Soon Website will be Deployed

What will be in the website

• Home Page Containing Picture Uploading option and test by Link.
• Fast Prediction
• Cure Suggestions
• Information about Disease

How it is going to help :

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As we know many farmers crops got destroyed due to disease in crops. I have my own story when there is a bacterial disease came in cotton plants. That turns every farmer of my village into hell of debt.

So In many ways this project is going to help each and every farmer.

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Future:

In future we are going to :

• Train model on every plant disease
• Providing Cure on the website
• Providing Every possible help

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Drive Model Link