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wangsen
paddle_dbnet
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dcdaeec1
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dcdaeec1
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May 14, 2020
by
dyning
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May 14, 2020
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...
@@ -79,9 +79,9 @@ PaddleOCR开源的文本识别算法列表:
...
@@ -79,9 +79,9 @@ PaddleOCR开源的文本识别算法列表:
-
[
x] [RARE
](
https://arxiv.org/abs/1603.03915v1
)
-
[
x] [RARE
](
https://arxiv.org/abs/1603.03915v1
)
-
[
] [SRN
](
https://arxiv.org/abs/2003.12294
)(
百度自研,
comming soon)
-
[
] [SRN
](
https://arxiv.org/abs/2003.12294
)(
百度自研,
comming soon)
参考
[
DTRB
](
https://arxiv.org/abs/1904.01906
)
文字识别训练和评估流程,使用MJSynth和SynthText两个文字识别
合成
数据集训练,在IIIT,
SVT,
IC03,
IC13,
IC15,
SVTP, CUTE数据集上进行
效果
评估,算法效果如下:
参考
[
DTRB
](
https://arxiv.org/abs/1904.01906
)
文字识别训练和评估流程,使用MJSynth和SynthText两个文字识别数据集训练,在IIIT,
SVT,
IC03,
IC13,
IC15,
SVTP, CUTE数据集上进行评估,算法效果如下:
|模型|骨干网络|A
CC
|
|模型|骨干网络|A
vg Accuracy
|
|-|-|-|
|-|-|-|
|
[
Rosetta
](
https://paddleocr.bj.bcebos.com/rec_r34_vd_none_none_ctc.tar
)
|Resnet34_vd|80.24%|
|
[
Rosetta
](
https://paddleocr.bj.bcebos.com/rec_r34_vd_none_none_ctc.tar
)
|Resnet34_vd|80.24%|
|
[
Rosetta
](
https://paddleocr.bj.bcebos.com/rec_mv3_none_none_ctc.tar
)
|MobileNetV3|78.16%|
|
[
Rosetta
](
https://paddleocr.bj.bcebos.com/rec_mv3_none_none_ctc.tar
)
|MobileNetV3|78.16%|
...
...
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