Dataset can be found at : http://cvrr.ucsd.edu/LISA/lisa-traffic-sign-dataset.html Language used : MATLAB
We used 5 types of road signs : - Added Lane - Keep Right - Pedestrian Crossing - Signal Ahead - Stop Sign
Project report is in the file : project_report.pdf
Run the following files in order:
- computeDictionary.m
- batchToVisualWords.m
- buildRecognitionSystem.m
- evaluateRecognitionSystem.m
This will result in dictionary.mat, wordMap.mat for each image file, vision.mat and a confusion matrix respectively.
Final Accuracy : 91.2%