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wangsen
paddle_dbnet
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8a66fbc6
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8a66fbc6
authored
Jan 08, 2021
by
MissPenguin
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GitHub
Jan 08, 2021
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Update algorithm_overview.md
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doc/doc_ch/algorithm_overview.md
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8a66fbc6
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@@ -21,13 +21,13 @@ PaddleOCR开源的文本检测算法列表:
|EAST|MobileNetV3|78.24%|79.15%|78.69%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_mv3_east_v2.0_train.tar
)
|
|DB|ResNet50_vd|86.41%|78.72%|82.38%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_db_v2.0_train.tar
)
|
|DB|MobileNetV3|77.29%|73.08%|75.12%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_mv3_db_v2.0_train.tar
)
|
|SAST|ResNet50_vd|91.
8
3%|8
1.80%|86.5
2%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_icdar15_v2.0_train.tar
)
|
|SAST|ResNet50_vd|91.3
9
%|8
3.77%|87.4
2%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_icdar15_v2.0_train.tar
)
|
在Total-text文本检测公开数据集上,算法效果如下:
|模型|骨干网络|precision|recall|Hmean|下载链接|
| --- | --- | --- | --- | --- | --- |
|SAST|ResNet50_vd|89.
05
%|7
6.80%|82.47
%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_totaltext_v2.0_train.tar
)
|
|SAST|ResNet50_vd|89.
63
%|7
8.44%|83.66
%|
[
下载链接
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_totaltext_v2.0_train.tar
)
|
**说明:**
SAST模型训练额外加入了icdar2013、icdar2017、COCO-Text、ArT等公开数据集进行调优。PaddleOCR用到的经过整理格式的英文公开数据集下载:
[
百度云地址
](
https://pan.baidu.com/s/12cPnZcVuV1zn5DOd4mqjVw
)
(
提取码:
2bpi)
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