#Potato Disease Classification

prediction potato disease deep learning model with Tensorflow and keras

AI model for prediction potato disease web app (Tensorflow , fastAPI , python)

about model

• TensorFlow , keras
• CNN
• python
• html , css , bootstrap
• FastAPI

model predict web page

• 1 input
• 1 output

prediction

3 class image

• Early_blight

• Healthy

• Lateblight

how run model

• Download All Requirements.
• run 'python main.py' in cmd.
• http://127.0.0.1:8000 open in your browser.
• upload picture in imagese folder.
• and get predition.

RUN ipynb IN Jupyter Notebook

• download dataset from https://www.kaggle.com/datasets/arjuntejaswi/plant-village

• Only keep folders related to Potatoes.

• Run Jupyter Notebook in Browser.

• Open potato-disease-training.ipynb in Jupyter Notebook.

• In cell #2, update the path to dataset.

• Run all the Cells one by one.

• run