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wangsen
paddle_dbnet
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3352ddb3
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3352ddb3
authored
Feb 17, 2022
by
zhiminzhang0830
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doc/doc_ch/algorithm_overview.md
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3352ddb3
...
@@ -21,6 +21,7 @@ PaddleOCR开源的文本检测算法列表:
...
@@ -21,6 +21,7 @@ PaddleOCR开源的文本检测算法列表:
-
[
x] EAST([paper
](
https://arxiv.org/abs/1704.03155
)
)[1]
-
[
x] EAST([paper
](
https://arxiv.org/abs/1704.03155
)
)[1]
-
[
x] SAST([paper
](
https://arxiv.org/abs/1908.05498
)
)[4]
-
[
x] SAST([paper
](
https://arxiv.org/abs/1908.05498
)
)[4]
-
[
x] PSENet([paper
](
https://arxiv.org/abs/1903.12473v2
)
)
-
[
x] PSENet([paper
](
https://arxiv.org/abs/1903.12473v2
)
)
-
[
x] FCENet([paper
](
https://arxiv.org/abs/2104.10442
)
)
在ICDAR2015文本检测公开数据集上,算法效果如下:
在ICDAR2015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|
|模型|骨干网络|precision|recall|Hmean|下载链接|
...
@@ -39,6 +40,12 @@ PaddleOCR开源的文本检测算法列表:
...
@@ -39,6 +40,12 @@ PaddleOCR开源的文本检测算法列表:
| --- | --- | --- | --- | --- | --- |
| --- | --- | --- | --- | --- | --- |
|SAST|ResNet50_vd|89.63%|78.44%|83.66%|
[
训练模型
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_totaltext_v2.0_train.tar
)
|
|SAST|ResNet50_vd|89.63%|78.44%|83.66%|
[
训练模型
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/en/det_r50_vd_sast_totaltext_v2.0_train.tar
)
|
在CTW1500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|
| --- | --- | --- | --- | --- | --- |
|FCE|ResNet50_dcn|88.13%|82.60%|85.28%|
[
训练模型
](
https://paddleocr.bj.bcebos.com/contribution/det_r50_dcn_fce_ctw_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:
**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)
*
[
百度云地址
](
https://pan.baidu.com/s/12cPnZcVuV1zn5DOd4mqjVw
)
(
提取码:
2bpi)
*
[
Google Drive下载地址
](
https://drive.google.com/drive/folders/1ll2-XEVyCQLpJjawLDiRlvo_i4BqHCJe?usp=sharing
)
*
[
Google Drive下载地址
](
https://drive.google.com/drive/folders/1ll2-XEVyCQLpJjawLDiRlvo_i4BqHCJe?usp=sharing
)
...
...
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