Computer-Vision

Multiple object tracking and detection for cameras in Ria Ativa and Praia da Barra using Yolo.

This project includes features like:

• Detection of vehicles ( car, truck, motorcycle)
• Detection of person and bicycles in bike lains
• Detection of stopped objects
• Detection of vehicles outside the road
• Detection of animals and strange objects

The events of detections are send to a celery task through RabbitMq Broker that will process the data and save it in the database.

How to install

Make sure you are running Python 3.8 or higher

1. Create a virtual environment (venv)

python3 -m venv venv

2. Activate the virtual environment (you need to repeat this step, and this step only, every time you start a new terminal/session):

source venv/bin/activate

3. Install the game requirements:

pip install -r requirements.txt

How to run the application

Before start the application is necessary have to run the instances of:

• RabbitMq
• CeleryTasks
• MongoDB
• Redis

Run detection for camera in Ria Ativa

python3 -m main.py --cam riaAtiva

Run detection for camera Praia da Barra

python3 -m main.py --cam ponteBarra