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DiffusionDet 论文复现提交 #7834

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@DrRyanHuang DrRyanHuang commented Feb 26, 2023

目前完成了 DiffusionDet 小数据集上测试, AP可以达到41,提交一版请求 review

全量数据集仍在训练中

配置文件运行 configs/diffusiondet/diffusiondet_r50_fpn_3x_pro500_coco.yml

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DrRyanHuang commented Feb 27, 2023

train集, 29e结果:
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需要更新最新代码解决冲突


| Backbone | Proposals | lr schedule | Box AP | download | config |
| :-------------- | :-----: | :------------: | :-----: | :-----: | :-----: |
| ResNet50-FPN | 100 | 3x | 43.0 | [download](https://paddledet.bj.bcebos.com/models/sparse_rcnn_r50_fpn_3x_pro100_coco.pdparams) | [config](./sparse_rcnn_r50_fpn_3x_pro100_coco.yml) |
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链接需要更新,可将模型发至jerrywgz@126.com 然后地址更新为https://paddledet.bj.bcebos.com/models/xcxx.pdparams xxx为模型配置名称

ppdet/modeling/architectures/diffusion_det.py Outdated Show resolved Hide resolved
# batch_whwh = self.inputs["img_whwh"]
# targets = []

# for i in range(len(batch_gt_class)):
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去除无关代码


| Backbone | Proposals | lr schedule | Box AP | download | config |
| :-------------- | :-----: | :------------: | :-----: | :-----: | :-----: |
| ResNet50-FPN | 100 | 3x | 43.0 | [download](https://paddledet.bj.bcebos.com/models/sparse_rcnn_r50_fpn_3x_pro100_coco.pdparams) | [config](./sparse_rcnn_r50_fpn_3x_pro100_coco.yml) |
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模型精度与原版仍有差距

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CLAassistant commented Jun 1, 2023

CLA assistant check
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4 participants