An AI application to help the farmers make sure their crops and plants are healthy & fit, detect the disease from the plant's pictures and recommend natural remedies and prevention.
- Prediction of the Plant Name and picture whose image is uploaded
- Detection of the disease, the plant is infected with.
- A detailed preventive measure for that disease.
- We have used the PlantVillage dataset to train the model.
- Deep Learing with PyTorch is used for Image-Based Disease Detection in crops and plants.
- Densenet121 alongside Transfer learning approach is used to train the neural network
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Pre-requisites:
- Python, pytorch and flask
- Familiarity with Web Dev concepts
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< directions to install >
pip install -requirements.txt- < directions to execute >
flask run|
Devansh Goswami
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Hritik Bhandari
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Takshil Mittal
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