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【Hackathon 5th No.70】DET重点模型支持实例分割 #652

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merged 4 commits into from
Sep 27, 2023

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@MINGtoMING MINGtoMING commented Sep 26, 2023

新增 DET重点模型支持实例分割 设计文档

PaddlePaddle/Paddle#57262

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paddle-bot bot commented Sep 26, 2023

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参考已有的`ppdet/modeling/transformers/mask_dino_transformer.py`,复用maskdino中的分割模块实现,少量修改`ppdet/modeling/transformers/rtdetr_transformer.py`,使得`RTDETRTransformer`可以通过`with_mask`参数来控制是否使用分割头。

# 六、测试和验收的考量
PP-YOLO-E+_crn_l、RT-DETR-L模型在COCO数据集的实例分割任务上的精度优于YOLOv8-L。

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这里需要增加打通部署功能(动态图和静态图,可保存结果),且给出V100或T4上和其他模型的推理时间对比,增加相关配置、文档等

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好的,已更新

# 六、测试和验收的考量
1. PP-YOLO-E+_crn_l、RT-DETR-L模型在COCO数据集的实例分割任务上的精度优于YOLOv8-L
2. PP-YOLO-E+_crn_l、RT-DETR-L对应的实例分割模型能够进行动态图和静态图模式下的推理部署
3. 补全文档,其中包括PP-YOLO-E+_crn_l、RT-DETR-L在V100或T4上和其他模型的推理时间、FLOGS和参数量等的对比, 相关配置文件的使用, 如训练,评估和推理等等。

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FLOPs

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已更正

# 八、排期规划
于2023年10月3日前,完成RT-DETR-L实例分割支持并在COCO上训练完成。

于2023年10月7日前,完成PP-YOLO-E+_crn_l实例分割支持并在COCO上训练完成。

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最终的完成时间也补充下吧

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好的,已更新

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LGTM

@shiyutang shiyutang merged commit 4e51b95 into PaddlePaddle:master Sep 27, 2023
yangguohao pushed a commit to yangguohao/community that referenced this pull request Oct 22, 2023
* 【Hackathon 5th No.70】DET重点模型支持实例分割

* 更新

* 更新

* 更新
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