TeohYx/Automated-Passenger-Counter

Perform people counting that accepts recorded video and real-time streaming with interactive visualization

Automated Passenger Counter

Prerequisite

1. Python 3.11 (recommended)

Setup

To use the project, first clone it in a folder:

git clone https://github.com/TeohYx/Automated-Passenger-Counter.git

Go to the folder directory

cd Automated-Passenger-Counter

Create the virtual environment, so that the library to be installed is isolated from the local computer:

python -m venv .venv

Then, activate the virtual environment:

.venv\Scripts\activate

Install all the dependencies from requirements.txt

pip install -r requirements.txt

When success, run the application by inputting the following Streamlit command:

streamlit run main.py

Application Inputs

The application takes two type of input:

1. Recorded Video - Provide a video file in a supported format.
2. Real-time Streaming - Input the RTSP link of the streaming feed.

Description

The Automated Passenger Counter application processes video feeds to count passengers. Users can choose between recorded videos and real-time streaming by providing the appropriate input.

Example Interface