• Verson 0.0.1beta [Current]-> Detection done.
• Verson 0.0.2beta [Upcoming]-> Recognition and Classification TBA.

This is a Python package that uses color thresholding and other classical vision methods through OpenCV to detect a subset of intredit (prohibition) traffic signs. It will detect and classify any sign that is red.

1. This package is not hosted on PyPi so don't try installing it with pip like that. Just do this:

python3.10 virtualenv venv
source venv/bin/activate (on Linux) or venv/vin/activate.ps1 (Windows)
python3.10 pip install git+https://github.com/chubek/intresignia.git

This will install the package. Mind you that you need to install Python 3.10. It does not use any of its feaures yet but it will pretty soon.

2. Create a new Python file and:

from intresignia.detect import detect_intredit_signs
from intresignia.settings import Settings
import cv2
from pprint import pprint

st = Settings()

det, ssim_scores, coords = detect_intredit_signs("/path/to/img.png", st)

pprint(ssim_scores)
pprint(coords)


cv2.imshow('Detected Signs', det)
cv2.waitKey(0)
cv2.destroyAllWindows()

An exhaustive list of settings + grid search to find the best params using grid_search.py will be added to this readme pretty soon. Meanwhile please use the help(Settings).

Any questions regarding this library should be directed at Chubak#7400.