AI & MACHINE LEARNING
Plant Disease Image Classifier
Train an image classifier to identify common plant-leaf conditions from labelled images.
LevelCollege / Intermediate
Duration4–6 Weeks
Components₹1,000–₹3,000 CodingHigh
Project overview
Train an image classifier to identify common plant-leaf conditions from labelled images.
Train an image classifier to identify common plant-leaf conditions from labelled images.
Components / materials required
✓Laptop/PC
✓Python
✓Jupyter/Colab
✓TensorFlow or PyTorch
✓Public plant image dataset
What the project demonstrates
✓Dataset preparation
✓Model training
✓Accuracy evaluation
✓Simple prediction interface
Suggested build plan
01
Dataset
Collect and label classes.
02
Preprocessing
Resize and augment images.
03
Training
Train baseline CNN/transfer-learning model.
04
Evaluation
Review confusion matrix and errors.
05
Demo
Create a simple upload-and-predict interface.
Learning outcomes
✓Understand image classification
✓Prepare datasets
✓Train/evaluate models
✓Discuss model limitations