AI & MACHINE LEARNING
Waste Image Classification Prototype
Classify waste images into categories such as paper, plastic, metal and organic for a recycling demo.
LevelCollege / Intermediate
Duration5 Weeks
Components₹1,000–₹3,000 CodingHigh
Project overview
Classify waste images into categories such as paper, plastic, metal and organic for a recycling demo.
Classify waste images into categories such as paper, plastic, metal and organic for a recycling demo.
Components / materials required
✓Laptop
✓Python
✓TensorFlow/PyTorch
✓Public waste image dataset
What the project demonstrates
✓Multi-class image classifier
✓Prediction confidence
✓Upload interface
✓Error analysis
Suggested build plan
01
Dataset preparation
Organise classes.
02
Training
Use transfer learning.
03
Evaluation
Compare class performance.
04
Demo
Upload image and show prediction.
Learning outcomes
✓Create multi-class classifiers
✓Use transfer learning
✓Analyse errors
✓Connect AI to sustainability