# fed-yolo

Combine Federated Learning with YOLOv11.

## requirements
```bash
pip install -r requirements.txt
```

## how to run
```bash
nohup python fed_run.py > train.log 2>&1 &
```

## results

## TODO
- Add more FL algorithms (e.g., FedProx, FedAvgM, etc.)
    - Implement FedProx
    - Implement SCAFFOLD
    - Implement FedNova
- Add more YOLO versions (e.g., YOLOv8, YOLOv5, etc.)
    - Implement YOLOv8
    - Implement YOLOv5