diff --git a/README.md b/README.md index 3ac47b7..bbdad4b 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ -# [Real-time-Vehicle-Dection-Python](https://kalebujordan.dev/real-time-vehicle-detection-using-python/) +# [Real-time-Vehicle-Detection-Python](https://kalebujordan.dev/real-time-vehicle-detection-using-python/) -Hi guys, This repository consist of a source code of script to detect cars in a video/camera frame and then draw rectangaluar boxes around them. +Hello everyone, This repository contains the source code of a script designed to detect cars in video or camera frames and draw rectangular boxes around them. The **ML algorithms** used for detecting cars and bounding boxes coordinates is a pretrained cascade model [Haarcascade car](https://github.com/Kalebu/Real-time-Vehicle-Dection-Python/blob/master/haarcascade_car.xml). @@ -14,7 +14,7 @@ The full article for this project is originally published on [my blog](kalebujor ## Getting started -Firstly we have to clone the project repository or download the zip of project and then extract it. +To begin, we need to clone the project repository or download the project's zip file and extract it. ```bash git clone https://github.com/Kalebu/Real-time-Vehicle-Dection-Python @@ -24,7 +24,7 @@ Real-time-Vehicle-Dection-Python -> ## Dependencies -Now once we have the project repo in our local directory, now lets install the dependecies required to run our script +Now that we have the project repository in our local directory, let's proceed to install the dependencies required to run our script. ```bash pip install opencv-python @@ -32,7 +32,7 @@ pip install opencv-python ## Sample video -The sample video we used in this project is [**cars.mp4**](https://github.com/Kalebu/Real-time-Vehicle-Dection-Python/blob/master/cars.mp4) which will come as you download or clone the repository, to load a different video with different filename, you might wanna change the source code a bit. +The sample video we used in this project is [**cars.mp4**](https://github.com/Kalebu/Real-time-Vehicle-Dection-Python/blob/master/cars.mp4) which will come as you download or clone the repository. If you want to use a different video with a different filename, you may need to make some changes to the source code accordingly. ```python def Simulator(): @@ -61,14 +61,15 @@ Now you can launch your scripts; python app.py ``` -If you use the provided sample video, your script is going to look as shown in the picture below; +If you use the provided sample video, the output of the script will resemble the image depicted below:; drawing ## Issues ? -Are you facing any issue while trying to run the script, well then raise an issue and I will do my best fixing it as soon as I can +If you encounter any issues while running the script, please feel free to raise an issue on the project repository. I will promptly address the problem and provide a solution as soon as possible. Your feedback is valuable, and I am committed to ensuring a smooth experience. ## Credits -All the credits to [kalebu](github.com/kalebu) +1. All the credits to [kalebu](github.com/kalebu) +2. Others