Raasta.ai-AI-Challenge-2024

This repository contains code for the Adaptive Traffic Signal Control System employing a multi-faceted approach combining computer vision, deep learning, and real-time data analysis employing key components which are:

• Object Detection
• Lane Detection
• Vehicle Counting
• Data Analysis

Sequence.2.mp4

Requirements

• YOLO v8
• OpenCV
• NumPy
• Make sure that the traffic.mp4 is present in the same directory as main.py

Installation

1. YOLO v8:

   • Follow the instructions in the YOLO GitHub repository to install YOLO v8.
   • Make sure to compile YOLO with OpenCV and GPU support if available and required.

2. OpenCV:

   • Install OpenCV using your preferred package manager or via source. For example, using pip:

     pip install opencv-python
     

3. NumPy:

   • Install NumPy using pip:

     pip install numpy
     

Usage

1. Clone this repository:

git clone https://github.com/Sohaib012/Raasta.ai-AI-Challenge-2024.git

3. Navigate to the cloned repository:

cd your-repository

5. Run the main.py script:

python main.py

Team Members

1. Sohaib Nasir
2. M. Ahabb Sheraz