README.md

# FocalNet (Focal Modulation Networks)

## 模型库
### FocalNet on COCO

| 网络网络    | 输入尺寸| 图片数/GPU | 学习率策略 |  推理时间(fps)  | mAP<sup>val<br>0.5:0.95 |  下载链接  | 配置文件 |
| :--------- | :---- | :-------: | :------: | :---------------------: | :----------------: | :-------: |:------: |
| PP-YOLOE+ FocalNet-tiny | 640 |    8      |   36e    |  -  |  46.6 | [下载链接](https://paddledet.bj.bcebos.com/models/ppyoloe_plus_focalnet_tiny_36e_coco.pdparams) | [配置文件](./ppyoloe_plus_focalnet_tiny_36e_coco.yml) |


## Citations
```
@misc{yang2022focal,
      title={Focal Modulation Networks},
      author={Jianwei Yang and Chunyuan Li and Xiyang Dai and Jianfeng Gao},
      journal={Advances in Neural Information Processing Systems (NeurIPS)},
      year={2022}
}
```