AI & MACHINE LEARNING
Traffic Sign Recognition Demo
Train a computer-vision model to classify common traffic signs from images.
LevelCollege / Intermediate
Duration5 Weeks
Components₹1,000–₹3,000 CodingHigh
Project overview
Train a computer-vision model to classify common traffic signs from images.
Train a computer-vision model to classify common traffic signs from images.
Components / materials required
✓Laptop
✓Python
✓TensorFlow/PyTorch
✓Traffic-sign dataset
What the project demonstrates
✓Image preprocessing
✓CNN/transfer learning
✓Confusion matrix
✓Prediction demo
Suggested build plan
01
Dataset
Prepare image classes.
02
Training
Train classifier.
03
Evaluation
Analyse mistakes.
04
Demo
Predict uploaded image.
Learning outcomes
✓Build computer-vision pipelines
✓Use image augmentation
✓Evaluate class-level performance
✓Explain safety limitations