Sheriff : An AI enabled program to detect car speed

What is it?

Road accidents, A very common problem, but still nobody is using Al technology to solve it, so I decided to make a program to solve it, Sheriff - An Al enabled program to detect car speed and to prevent road accidents, it will detect which car is overspeeding the speed limit and we can fine some charge to the driver, if the car is overspeeding, with Sheriff we can check which car was in overspeed or underspeed by checking the report.log file generated by the program, and it will also save the images of cars which were in overspeed, in a folder, to detect the speed, you have to select the video file and then it will start doing the process.

Main Features

Here are just a few of the things that Sheriff does well:

• Detect car speed using speed=distance/time formula.
• You can detect car speed from any video file.
• UI made with PyQt5.

We know these features are not enough to make a change, but we are trying to improve Sheriff, and hopefully we will reach our goal soon

Where to get it?

The source code is currently hosted on GitHub at: https://github.com/Programming-Hero-1313/Sheriff

Package

Links

• PyPi
• Source code

Package Installation

pip install sheriff

Package Features

• Check version
• Run the GUI

from sheriff import *
import sheriff

# Check Sheriff version -
print(sheriff.version())

# Run the GUI -
gui.run()

What's new in v1.6

• Fixed Issue #3
• Dependencies, dlib and cmake removed from install_requires attribute in setup.py. Now the user have to manually install he dlib module, for that the user have to install cmake gui from here and cmake library from here or run pip install cmake in Powershell. and the user have to install dlib module by running pip install dlib in Powershell.

What's new in v1.5

• Added change notes in package/README.md
• Added LICENSE.txt & README.md in MANIFEST.in

What's new in v1.4

• Bug Fixed : Dependencies not installing.

What's new in v1.3

• Changed gui_data directory name to .gui_data, so that it will be hidden when you run the ls or list command in package.
• Bug Fixed - Window icon not showing on open-cv feed window in package.

What's new in v1.2

• Fixed error -

  Traceback (most recent call last): File "C:\python\lib\site-packages\sheriff\gui.py", line 147, in browsefiles trackMultipleObjects() File "C:\python\lib\site-packages\sheriff\gui.py", line 233, in __init__ root.iconbitmap("gui_data/res/logo.ico") File "C:\python\lib\tkinter\__init__.py", line 2109, in wm_iconbitmap return self.tk.call('wm', 'iconbitmap', self._w, bitmap) _tkinter.TclError: bitmap "gui_data/res/logo.ico" not defined
  

• Bug Fixed - Images not showing on home screen like icon, logo.

Dependencies

• OpenCV - OpenCV is a library of programming functions mainly aimed at real-time computer vision
• NumPy - Adds support for large, multi-dimensional arrays, matrices and high-level mathematical functions to operate on these arrays
• PyQt5 - Qt is the fastest and smartest way to produce industry-leading software that users love
• dlib - A toolkit for making real world machine learning and data analysis applications

Installation

You can install the all requirements from requirements.txt by using pip.

pip install -r requirements.txt

Clone the repository

git clone https://github.com/Programming-Hero-1313/Sheriff.git

Usage

python scripts/main.py

Video Tutorial for Sheriff Usage

Enter the speed Limit

• Enter the Speed Limit in the input box you want to set

Click On Start Button

• Click on Start Button and select the video file

  Now Sheriff should Start detecting car speed from the provided video Do the following steps when the detection is complete If you are facing any errors feel free to contact me.

Navigate to overspeeding directory

• Navigate to Overspeeding directory to see the report

Navigate to overspeeding/cars directory

• Navigate to cars directory located in overspeeding directory to see the images of cars which were overspeeding

Contact

• Email - ggambhir1919@gmail.com
• Discord - PROGRAMMING HERO#9829
• YouTube - https://www.youtube.com/c/PROGRAMMINGHERO1010
• Instagram - https://www.instagram.com/programming.hero/