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weishengyu 2020-12-15 21:53:06 +08:00
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@ -7,7 +7,7 @@ The following figure shows some example results. In addition, the actual `namepl
#### Preparation
1. Please refer the [QUICK INSTALLATION](./installation_en.md) to install PaddlePaddle. Python3 environment is strongly recommended.
1. Please refer the [QUICK INSTALLATION](../doc/doc_en/installation_en.md) to install PaddlePaddle. Python3 environment is strongly recommended.
2. Download the pretrained models and unzip:
```bash

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### 工具简介
<div align="center">
<img src="../imgs_style_text/3.png" width="800">
<img src="doc/images/3.png" width="800">
</div>
Style-Text是对百度自研文本编辑算法《Editing Text in the Wild》中提出的SRNet网络的改进不同于常用的GAN的方法只选择一个分支该工具将文本合成任务分解为三个子模块文本风格迁移模块、背景抽取模块和前背景融合模块来提升合成数据的效果。下图显示了一些示例结果。
<div align="center">
<img src="../imgs_style_text/1.png" width="800">
<img src="../imgs_style_text/2.png" width="800">
<img src="doc/images/1.png" width="800">
<img src="doc/images/2.png" width="800">
</div>
此外,在实际铭牌文本识别场景和韩语文本识别场景,验证了该合成工具的有效性。
### 环境配置
1. 参考[快速安装](./installation.md)安装PaddleOCR。强烈建议您使用python3环境。
1. 参考[快速安装](../doc/doc_ch/installation.md)安装PaddleOCR。强烈建议您使用python3环境。
2. 进入`style_text_rec`目录,下载模型,并解压:
```bash
@ -55,7 +55,7 @@ python3 -m tools.synth_image -c configs/config.yml
1. 运行后,会生成`fake_busion.jpg`,即为最终结果。
<div align="center">
<img src="../imgs_style_text/4.jpg" width="300">
<img src="doc/images/4.jpg" width="300">
</div>
除此之外,程序还会生成并保存中间结果:
* `fake_bg.jpg`:为风格参考图去掉文字后的背景;

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