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62384388
编写于
12月 20, 2020
作者:
D
dyning
提交者:
GitHub
12月 20, 2020
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@@ -11,9 +11,9 @@ This tutorial lists the text detection algorithms and text recognition algorithm
### 1. Text Detection Algorithm
PaddleOCR open source text detection algorithms list:
-
[
x] EAST([paper
](
https://arxiv.org/abs/1704.03155
)
)
-
[
x] DB([paper
](
https://arxiv.org/abs/1911.08947
)
)
-
[
x] SAST([paper
](
https://arxiv.org/abs/1908.05498
)
)(Baidu Self-Research)
-
[
x] EAST
[2
]
(
[paper](https://arxiv.org/abs/1704.03155
)
)
-
[
x] DB
[1
]
(
[paper](https://arxiv.org/abs/1911.08947
)
)
-
[
x] SAST
[4
]
(
[paper](https://arxiv.org/abs/1908.05498
)
)(Baidu Self-Research)
On the ICDAR2015 dataset, the text detection result is as follows:
...
...
@@ -39,11 +39,11 @@ For the training guide and use of PaddleOCR text detection algorithms, please re
### 2. Text Recognition Algorithm
PaddleOCR open-source text recognition algorithms list:
-
[
x] CRNN([paper
](
https://arxiv.org/abs/1507.05717
)
)
-
[
x] Rosetta([paper
](
https://arxiv.org/abs/1910.05085
)
)
-
[
] STAR-Net([paper
](
http://www.bmva.org/bmvc/2016/papers/paper043/index.html
)
) coming soon
-
[
] RARE([paper
](
https://arxiv.org/abs/1603.03915v1
)
) coming soon
-
[
] SRN([paper
](
https://arxiv.org/abs/2003.12294
)
)(Baidu Self-Research) coming soon
-
[
x] CRNN
[7
]
(
[paper](https://arxiv.org/abs/1507.05717
)
)
-
[
x] Rosetta
[10
]
(
[paper](https://arxiv.org/abs/1910.05085
)
)
-
[
] STAR-Net
[11
]
(
[paper](http://www.bmva.org/bmvc/2016/papers/paper043/index.html
)
) coming soon
-
[
] RARE
[12
]
(
[paper](https://arxiv.org/abs/1603.03915v1
)
) coming soon
-
[
] SRN
[5
]
(
[paper](https://arxiv.org/abs/2003.12294
)
)(Baidu Self-Research) coming soon
Refer to
[
DTRB
](
https://arxiv.org/abs/1904.01906
)
, the training and evaluation result of these above text recognition (using MJSynth and SynthText for training, evaluate on IIIT, SVT, IC03, IC13, IC15, SVTP, CUTE) is as follow:
...
...
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