fed-yolo/README.md

# fed-yolo

Combine Federated Learning with YOLOv11.

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

## how to run
```bash
nohup bash fed_run.sh 1 > 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

# references
[PyTorch Federated Learning](https://github.com/rruisong/pytorch_federated_learning)


[YOLOv11-pt](https://github.com/jahongir7174/YOLOv11-pt)