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[WeeklyReport] MINGtoMING 2024.07.29~2024.08.11 #342

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Original file line number Diff line number Diff line change
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### 姓名

林镇铭

### 本周工作

#### 1. YOLOv10

- 论文阅读
- 源码阅读
- 在PaddleYOLO上实现YOLOv10主体框架
- 验证前向、转换权重、验证集精度对齐
- 验证反向、小规模试训拟合速度对齐
- 提交PR并且已合入

#### 2. RT-DETRv2

- 论文阅读
- 源码阅读
- 在PaddleDetection上实现RT-DETRv2主体框架
- 验证前向、转换权重、验证集精度对齐
- 验证反向、小规模试训拟合速度对齐
- 提交PR等待合入

### 下周工作

- 模型训练速度分析,挖掘可优化的耗时瓶颈

### 详细周报链接

- YOLOv10: https://github.com/PaddlePaddle/PaddleYOLO/pull/238
- RT-DETRv2: https://github.com/PaddlePaddle/PaddleDetection/pull/9073

### 导师点评

高效高质量完成YOLOv10和RT-DETRv2模型的复现工作;继续探索基于RTDETR的开放世界检测
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### 姓名

林镇铭

### 本周工作

#### 基于rtdetr的开放世界目标检测

- YOLO-World、OV-DINO、GroundingDINO、OmDet-turbo论文阅读
- 相关源码阅读
- 在PaddleDetection上实现ovrtdetr主体框架
- 分析、清洗、整合训练数据
- 开始试训、调整模型结构、调整相关参数

### 下周工作

- 继续完善ovrtdetr的相关工作

### 导师点评

高效完成背景调研,并实现主体结构;下周进行优化相关工作
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