148-msinet-twins-contrastive-search-of-multi-scale-interaction-for-object-reid

https://github.com/szu-advtech-2023/148-msinet-twins-contrastive-search-of-multi-scale-interaction-for-object-reid

Science Score: 28.0%

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Repository

Basic Info
  • Host: GitHub
  • Owner: SZU-AdvTech-2023
  • Language: Python
  • Default Branch: main
  • Size: 27 MB
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Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Citation

https://github.com/SZU-AdvTech-2023/148-MSINet-Twins-Contrastive-Search-of-Multi-Scale-Interaction-for-Object-ReID/blob/main/

# MSINet
Official implementation of "[MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID](https://arxiv.org/abs/2303.07065)". 

## Datasets

Put the datasets into `./data`

* VeRi-776

```bash
python train.py
```

```bash
python train.py --pretrained
```

```bash
python train.py -ds market1501 -dt msmt17 --pretrained --epochs 250
```

### Conduct Search for Other Re-ID Datasets

```bash
python search.py -ds market1501
```

Owner

  • Name: SZU-AdvTech-2023
  • Login: SZU-AdvTech-2023
  • Kind: organization

Citation (citation.txt)

@inproceedings{REPO148,
    author = "Gu, Jianyang and Wang, Kai and Luo, Hao and Chen, Chen and Jiang, Wei and Fang, Yuqiang and Zhang, Shanghang and You, Yang and Zhao, Jian",
    booktitle = "Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition",
    pages = "19243--19253",
    title = "{MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID}",
    year = "2023"
}

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