27 lines
491 B
Markdown
27 lines
491 B
Markdown
# fed-yolo
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Combine Federated Learning with YOLOv11.
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## requirements
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```bash
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pip install -r requirements.txt
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```
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## how to run
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```bash
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nohup bash fed_run.sh 1 > train.log 2>&1 &
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```
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## results
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## TODO
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- Add more FL algorithms (e.g., FedProx, FedAvgM, etc.)
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- Implement FedProx
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- Implement SCAFFOLD
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- Implement FedNova
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# references
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[PyTorch Federated Learning](https://github.com/rruisong/pytorch_federated_learning)
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[YOLOv11-pt](https://github.com/jahongir7174/YOLOv11-pt) |