This was for a class project. We were given real life images and were supposed to extract and identify blue signs such as the one below.
Precision: 0.94
Recall: 0.8
F1: 0.87
This is how the sign extraction side of my algorithm works.
Sign identification then works by simple template matching.
For complete deatails, please read the README.pdf.