README.md

# 🐦‍🔥 Project: UNILEVER_Master → main Branch

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

## 🚀 Full Deployment Command
```bash
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
```bash
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
```bash
tmux new-window -t deploy "ngrok http --domain=he.ngrok.app 5656"
```
### Direct command:
```bash
ngrok http --domain=he.ngrok.app 5656
```

## ⚡ Run with Hypercorn
```bash
tmux new-session -d -s deploy "python UBL_API.py"
```
or
```bash
tmux new-session -d -s deploy "hypercorn UBL_API:app --bind 127.0.0.1:5656 --workers 2"
```
#### 📚 Citation
```bash
@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 }
}
```