This project built for detecting bike riders who are not wearing helmets and Sends automated tax bill for violating traffic rules by detecting their number plates of the bike.
download helmet-detection pretrained weights ((https://drive.google.com/open?id=1sRNqfeMJJkHmjCzMB7RJZjb5wx7r_v60))
- Opencv(3.4.2.16)
- Dlib
- Imutils
- Numpy
- Skimage
- PIL
- keras
- Run python
crop_1_by_4.py
- It will Crops the head part the images.
- This scripts creates new folder in every group with name “Cropped/” and stores the all the head parts of the group.
- You can refer
helmet detection.ipynb
file for the detection of a helmet from an image. - Now test each group with “helmet_detection_model.hdf5”.
- Number plate detection
- Creating GUI to automate the tax payments