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lines changed Original file line number Diff line number Diff line change @@ -27,13 +27,17 @@ PGNet算法细节详见[论文](https://www.aaai.org/AAAI21Papers/AAAI-2885.Wang
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![ ] ( ../imgs_results/e2e_res_img295_pgnet.png )
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### 性能指标
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- | | det_precision| det_recall| det_f_score| e2e_precision| e2e_recall| e2e_f_score| FPS (size=640)| 下载链接|
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+ ####测试集: Total Text
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+ ####测试环境: NVIDIA Tesla V100-SXM2-16GB
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+ | | det_precision| det_recall| det_f_score| e2e_precision| e2e_recall| e2e_f_score| FPS| 下载|
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| --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | Paper| 85.30| 86.80| 86.1| -| -| 61.7| 38.20| -|
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- | Ours| 87.03| 82.48| 84.69| 61.71| 58.43| 60.03| 62.61 | [ 下载链接] ( https://paddleocr.bj.bcebos.com/dygraph_v2.0/pgnet/en_server_pgnetA.tar ) |
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+ | Paper| 85.30| 86.80| 86.1| -| -| 61.7| 38.20 (size=640) | -|
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+ | Ours| 87.03| 82.48| 84.69| 61.71| 58.43| 60.03| 48.73 (size=768) | [ 下载链接] ( https://paddleocr.bj.bcebos.com/dygraph_v2.0/pgnet/en_server_pgnetA.tar ) |
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* note:PaddleOCR里的PGNet实现针对预测速度做了优化,在精度下降可接受范围内,可以显著提升端对端预测速度*
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<a name =" 环境配置 " ></a >
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## 二、环境配置
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请先参考[ 快速安装] ( ./installation.md ) 配置PaddleOCR运行环境。
Original file line number Diff line number Diff line change @@ -24,10 +24,12 @@ The results of detection and recognition are as follows:
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![ ] ( ../imgs_results/e2e_res_img293_pgnet.png )
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![ ] ( ../imgs_results/e2e_res_img295_pgnet.png )
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### Performance
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- | | det_precision| det_recall| det_f_score| e2e_precision| e2e_recall| e2e_f_score| FPS (size=640)| download|
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+ ####Test set: Total Text
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+ ####Test environment: NVIDIA Tesla V100-SXM2-16GB
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+ | | det_precision| det_recall| det_f_score| e2e_precision| e2e_recall| e2e_f_score| FPS| download|
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| --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | Paper| 85.30| 86.80| 86.1| -| -| 61.7| 38.20| -|
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- | Ours| 87.03| 82.48| 84.69| 61.71| 58.43| 60.03| 62.61 | [ download link] ( https://paddleocr.bj.bcebos.com/dygraph_v2.0/pgnet/en_server_pgnetA.tar ) |
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+ | Paper| 85.30| 86.80| 86.1| -| -| 61.7| 38.20 (size=640) | -|
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+ | Ours| 87.03| 82.48| 84.69| 61.71| 58.43| 60.03| 48.73 (size=768) | [ download link] ( https://paddleocr.bj.bcebos.com/dygraph_v2.0/pgnet/en_server_pgnetA.tar ) |
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* note:PGNet in PaddleOCR optimizes the prediction speed, and can significantly improve the end-to-end prediction speed within the acceptable range of accuracy reduction*
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