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# Deep mutual learning
This repo implements [Deep Mutual Learning](https://arxiv.org/abs/1706.00384) (DML) for person re-id.
This repo implements [Deep Mutual Learning (CVPR'18)](https://zpascal.net/cvpr2018/Zhang_Deep_Mutual_Learning_CVPR_2018_paper.pdf) (DML) for person re-id.
We used this code in our [OSNet](https://arxiv.org/pdf/1905.00953.pdf) paper (see Supp. B). The training command to reproduce the result of "triplet + DML" (Table 12f in the paper) is
```bash
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--root $DATA
```
`$DATA` corresponds to the path to your dataset folder.
Change `model.deploy` to `both` if you wanna enable model ensembling.
If you have any questions, please raise an issue in the Issues area.

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Here are some research projects built on [Torchreid](https://arxiv.org/abs/1910.10093).
+ [Learning Generalisable Omni-Scale Representations for Person Re-Identification](OSNet_AIN)
+ [Learning Generalisable Omni-Scale Representations for Person Re-Identification](OSNet_AIN)
+ [Deep Mutual Learning (CVPR'18)](DML)