README.md

🐦‍🔥 Project: UNILEVER_Master → main Branch

HuggingFace Repo: https://huggingface.co/HawkEyesAI/UNILEVER_Master

🚀 Full Deployment Command

sudo apt update && sudo apt upgrade -y \
&& sudo apt-get install -y iproute2 libgl1 nano wget unzip nvtop git git-lfs \
&& git config --global credential.helper store \
&& git clone -b main https://huggingface.co/HawkEyesAI/UNILEVER_Master \
&& cd UNILEVER_Master \
&& chmod +x deploy.sh \
&& ./deploy.sh \
&& python test.py \
&& python countError.py

🧪 Manual Setup & API Run

git clone -b main https://huggingface.co/HawkEyesAI/UNILEVER_Master
cd UNILEVER_Master
pip install -r requirements.txt
sudo apt update && sudo apt upgrade -y
python UBL_API.py

🌐 Expose API via ngrok

tmux new-window -t deploy "ngrok http --domain=he.ngrok.app 5656"

Direct command:

ngrok http --domain=he.ngrok.app 5656

⚡ Run with Hypercorn

tmux new-session -d -s deploy "python UBL_API.py"

or

tmux new-session -d -s deploy "hypercorn UBL_API:app --bind 127.0.0.1:5656 --workers 2"

📚 Citation

@misc{hawkeyes_digital_monitoring_ltd_2025,
    author       = { HawkEyes Digital Monitoring Ltd },
    title        = { UNILEVER_Master (Revision 6cbf0b8) },
    year         = 2025,
    url          = { https://huggingface.co/HawkEyesAI/UNILEVER_Master },
    doi          = { 10.57967/hf/7061 },
    publisher    = { Hugging Face }
}