AI Powered CCTV Analysis

Installation Instructions

To get started with the project, follow these steps:

1. Clone the repository:

git clone <repository-url>

2. Set up a virtual environment

cd <repository-directory>
python -m venv venv

3. Activate the virtual environment

For Windows:

.\venv\Scripts\activate

For Unix/macOS:

source venv/bin/activate

4. Install required packages

pip install -r requirements.txt

For GPU support (PyTorch):

pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu121

For CPU only (PyTorch):

pip install torch torchvision

Navigate to frontend directory and run Streamlit:

cd frontend
streamlit run home.py

Navigate to backend directory and run UVicorn with fastapi:

cd backend
uvicorn annotater:app --reload

Now, you should be all set up and running with the project!