Skip to content

Commit

Permalink
Merge pull request #13 from tink2123/fix_url
Browse files Browse the repository at this point in the history
update readme url
  • Loading branch information
dyning authored May 14, 2020
2 parents 073b851 + c0b6d12 commit e0c2a65
Showing 1 changed file with 24 additions and 24 deletions.
48 changes: 24 additions & 24 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -53,42 +53,42 @@ python tools/infer/predict_system.py --image_dir="/test_imgs/" --det_model_dir="
## 文本检测算法

PaddleOCR开源的文本检测算法列表:
- [x] [EAST](https://arxiv.org/abs/1704.03155)
- [x] [DB](https://arxiv.org/abs/1911.08947)
- [ ] [SAST](https://arxiv.org/abs/1908.05498)(百度自研, comming soon)
- [x] EAST([paper](https://arxiv.org/abs/1704.03155))
- [x] DB([paper]((https://arxiv.org/abs/1911.08947)))
- [ ] SAST([paper]((https://arxiv.org/abs/1908.05498)))(百度自研, comming soon)

在ICDAR2015文本检测公开数据集上,算法效果如下:

|模型|骨干网络|Hmean|
|-|-|-|
|[EAST](https://paddleocr.bj.bcebos.com/det_r50_vd_east.tar)|ResNet50_vd|85.85%|
|[EAST](https://paddleocr.bj.bcebos.com/det_mv3_east.tar)|MobileNetV3|79.08%|
|[DB](https://paddleocr.bj.bcebos.com/det_r50_vd_db.tar)|ResNet50_vd|83.30%|
|[DB](https://paddleocr.bj.bcebos.com/det_mv3_db.tar)|MobileNetV3|73.00%|
|模型|骨干网络|Hmean|下载|
|-|-|-|-|
|EAST|ResNet50_vd|85.85%|[下载链接](https://paddleocr.bj.bcebos.com/det_r50_vd_east.tar)|
|EAST|MobileNetV3|79.08%|[下载链接](https://paddleocr.bj.bcebos.com/det_mv3_east.tar)|
|DB|ResNet50_vd|83.30%|[下载链接](https://paddleocr.bj.bcebos.com/det_r50_vd_db.tar)|
|DB|MobileNetV3|73.00%|[下载链接](https://paddleocr.bj.bcebos.com/det_mv3_db.tar)|

PaddleOCR文本检测算法的训练和使用请参考文档教程中[文本检测模型训练/评估/预测](./doc/detection.md)

## 文本识别算法

PaddleOCR开源的文本识别算法列表:
- [x] [CRNN](https://arxiv.org/abs/1507.05717)
- [x] [Rosetta](https://arxiv.org/abs/1910.05085)
- [x] [STAR-Net](http://www.bmva.org/bmvc/2016/papers/paper043/index.html)
- [x] [RARE](https://arxiv.org/abs/1603.03915v1)
- [ ] [SRN](https://arxiv.org/abs/2003.12294)(百度自研, comming soon)
- [x] CRNN([paper](https://arxiv.org/abs/1507.05717))
- [x] Rosetta([paper](https://arxiv.org/abs/1910.05085))
- [x] STAR-Net([paper](http://www.bmva.org/bmvc/2016/papers/paper043/index.html))
- [x] RARE([paper](https://arxiv.org/abs/1603.03915v1))
- [ ] SRN([paper](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|Avg 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_mv3_none_none_ctc.tar)|MobileNetV3|78.16%|
|[CRNN](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_bilstm_ctc.tar)|Resnet34_vd|82.20%|
|[CRNN](https://paddleocr.bj.bcebos.com/rec_mv3_none_bilstm_ctc.tar)|MobileNetV3|79.37%|
|[STAR-Net](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_ctc.tar)|Resnet34_vd|83.93%|
|[STAR-Net](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_ctc.tar)|MobileNetV3|81.56%|
|[RARE](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_attn.tar)|Resnet34_vd|84.90%|
|[RARE](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_attn.tar)|MobileNetV3|83.32%|
|模型|骨干网络|Avg Accuracy|下载|
|-|-|-|-|
|Rosetta|Resnet34_vd|80.24%|[下载链接](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_none_ctc.tar)|
|Rosetta|MobileNetV3|78.16%|[下载链接](https://paddleocr.bj.bcebos.com/rec_mv3_none_none_ctc.tar)|
|CRNN|Resnet34_vd|82.20%|[下载链接](https://paddleocr.bj.bcebos.com/rec_r34_vd_none_bilstm_ctc.tar)|
|CRNN|MobileNetV3|79.37%|[下载链接](https://paddleocr.bj.bcebos.com/rec_mv3_none_bilstm_ctc.tar)|
|STAR-Net|Resnet34_vd|83.93%|[下载链接](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_ctc.tar)|
|STAR-Net|MobileNetV3|81.56%|[下载链接](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_ctc.tar)|
|RARE|Resnet34_vd|84.90%|[下载链接](https://paddleocr.bj.bcebos.com/rec_r34_vd_tps_bilstm_attn.tar)|
|RARE|MobileNetV3|83.32%|[下载链接](https://paddleocr.bj.bcebos.com/rec_mv3_tps_bilstm_attn.tar)|

PaddleOCR文本识别算法的训练和使用请参考文档教程中[文本识别模型训练/评估/预测](./doc/recognition.md)

Expand Down

0 comments on commit e0c2a65

Please sign in to comment.