Plant disease classification with pre-trained model : MobileNet

A plant disease classification developed with the combination of the New Plant Diseases Dataset and Rice leaf images dataset. We used the pre-trained model: MobileNet.

• Test accuracy : 93.24%

Dataset

• New plant diseases
• Rice leaf images

Environment and Tools

1. Jupyter Notebook
2. Tensorflow
3. Keras
4. Numpy
5. Scikit-learn

Work Flow

Loss vs Epoch

Accuracy vs Epoch

Confusion Matrix

Contributed by - Machine Learning student :

• Shanty - Machine Learning Student - M169DSY1532
• Fajra Hanifa Nuridi Radam - Machine Learning Student - M229DSY0026