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update-yolov8-project
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z1069614715 committed Jun 19, 2024
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使用[StarNet CVPR2024](https://github.com/ma-xu/Rewrite-the-Stars/tree/main)中的StarBlock和[CVPR2024 PKINet](https://github.com/PKINet/PKINet)中的CAA改进C2f.

33. ultralytics/cfg/models/v8/yolov8-bifpn-GLSA.yaml

使用[GLSA](https://github.com/Barrett-python/DuAT)模块对bifpn进行二次创新.

### 自研系列
1. ultralytics/cfg/models/v8/yolov8-LAWDS.yaml

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使用[PSFusion](https://github.com/Linfeng-Tang/PSFusion)中的profound semantic fusion module改进yolov8-neck.

15. ultralytics/cfg/models/v8/yolov8-GLSA.yaml

使用[GLSA](https://github.com/Barrett-python/DuAT)模块改进yolov8的neck.

### Head系列
1. ultralytics/cfg/models/v8/yolov8-dyhead.yaml

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2. C2f-Star.
3. Lightweight Shared Convolutional Detection Head.


### Mamba-YOLO
1. [Mamba-YOLO](https://github.com/HZAI-ZJNU/Mamba-YOLO)

集成Mamba-YOLO.(需要编译请看百度云视频-20240619版本更新说明)
ultralytics/cfg/models/mamba-yolo/Mamba-YOLO-T.yaml
ultralytics/cfg/models/mamba-yolo/Mamba-YOLO-B.yaml
ultralytics/cfg/models/mamba-yolo/Mamba-YOLO-L.yaml
ultralytics/cfg/models/mamba-yolo/yolo-mamba-seg.yaml

### 注意力系列
1. EMA
2. SimAM
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1. 新增WaveletPool改进上采样和下采样.
2. 新增自研Cross Stage Partial - Partially Transformer Block模块.
3. 更新使用教程.
4. 百度云视频增加20240613更新说明.
4. 百度云视频增加20240613更新说明.

- **20240619-yolov8-v1.60**
1. 集成mamba-yolo.
2. 新增GLSA改进yolov8-neck.
3. 新增GLSA对BIFPN进行二次创新.
4. 更新使用教程.
5. 百度云视频增加20240619更新说明.

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