This is a potato disease classification web app made using TensorFlow and Keras' Sequential API. It needs jpg image of a potato leaf and using Convolutional Neural Networks it predicts if the plant has:
- Early Blight
- Late Blight
- No Disease (Healthy)
The model is as shown below:
The model is trained on the dataset taken from Kaggle. In addition to the following dataset, data-augmentation was also performed to significantly increase the diversity of data available.
The web app is deployed using StreamLit and Heroku. Here is the link to the app: Potato Blight Detector
Note that currently only jpg image is supported to give accurate predictions.