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4fcc494c
编写于
3月 25, 2022
作者:
T
TeslaZhao
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doc/Offical_Docs/3-2_QuickStart_Pipeline_OCR_CN.md
doc/Offical_Docs/3-2_QuickStart_Pipeline_OCR_CN.md
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doc/Offical_Docs/4-0_ModelZoo_CN.md
doc/Offical_Docs/4-0_ModelZoo_CN.md
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doc/Offical_Docs/3-2_QuickStart_Pipeline_OCR_CN.md
浏览文件 @
4fcc494c
#
文字识别（OCR）
部署案例
#
Python Pipeline 快速
部署案例
## 文字识别模型介绍
Python Pipeline 框架使用 Python 语言开发，是一套端到端多模型组合服务编程框架，旨在降低编程门槛，提高资源使用率（尤其是GPU设备），提升整体服务的预估效率。详细设计参考
[
Python Pipeline 设计与使用
](
)
## 模型介绍
OCR 技术一般指光学字符识别。 OCR（Optical Character Recognition，光学字符识别）是指电子设备（例如扫描仪或数码相机）检查纸上打印的字符，通过检测暗、亮的模式确定其形状，然后用字符识别方法将形状翻译成计算机文字的过程。
...
...
@@ -15,12 +17,7 @@ PaddleOCR 提供的 PP-OCR 系列模型覆盖轻量级服务端、轻量级移
| 中英文通用服务端模型 | 143.4M | ch_ppocr_server_v2.0_xx | 服务器端 |
## Python Pipeline 设计
Python Pipeline 框架使用 Python 语言开发，是一套端到端多模型组合服务编程框架，旨在降低编程门槛，提高资源使用率（尤其是GPU设备），提升整体服务的预估效率。详细设计参考
[
Python Pipeline 设计与使用
](
)
## 部署案例
## 模型步骤
前提条件是你已完成
[
环境安装
](
)步骤，并已验证环境安装成功，此处不在赘述。
...
...
@@ -28,7 +25,6 @@ Python Pipeline 框架使用 Python 语言开发，是一套端到端多模型
```
git clone https://github.com/PaddlePaddle/Serving
```
按以下5个步骤操作即可实现 OCR 示例部署。
**一.获取模型**
...
...
@@ -204,7 +200,7 @@ ocr_service.run_service()
```
#### 5.启动服务与验证
**五.启动服务与验证**
运行程序
`web_service.py`
启动服务端
```
...
...
doc/Offical_Docs/4-0_ModelZoo_CN.md
浏览文件 @
4fcc494c
# 模型库
Paddle Serving 已实现7个类别，共计46个模型的服务化部署示例，如图像分类、物体检测、语言文本识别、中文词性、情感分析、内容推荐和视频分类等。
<p
align=
"center"
>
| PaddleOCR | PaddleDetection | PaddleClas | PaddleSeg | PaddleRec | Paddle NLP | Paddle Video |
| :----: | :----: | :----: | :----: | :----: | :----: | :----: |
| 8 | 12 | 14 | 2 | 3 | 6 | 1 |
</p>
完整模型部署示例请参阅下表：
Paddle Serving 已实现9个类别，共计46个模型的服务化部署示例。
**一.图像分类与识别**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 图像识别 |pp_shitu | PaddleClas |
[
C++ Serving
](
../examples/C++/PaddleClas/pp_shitu
)
|
[
.tar.gz
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/serving/pp_shitu.tar.gz
)
|
| 图像分类 | resnet_v2_50_imagenet | PaddleClas |
[
C++ Serving
](
../examples/C++/PaddleClas/resnet_v2_50
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/ResNet_V2_50
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/resnet_v2_50_imagenet.tar.gz
)
| Pipeline Serving, C++ Serving|
| mobilenet_v2_imagenet | PaddleClas |
[
C++ Serving
](
../examples/C++/PaddleClas/mobilenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/mobilenet_v2_imagenet.tar.gz
)
|
|
图像分类 |
mobilenet_v2_imagenet | PaddleClas |
[
C++ Serving
](
../examples/C++/PaddleClas/mobilenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/mobilenet_v2_imagenet.tar.gz
)
|
| 图像分类 |resnet50_vd | PaddleClas |
[
C++ Serving
](
../examples/C++/PaddleClas/imagenet
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/ResNet50_vd
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd.tar
)
|
| 图像分类 |ResNet50_vd_KL | PaddleClas |
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/ResNet50_vd_KL
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_KL.tar
)
|
| 图像分类 |ResNet50_vd_FPGM | PaddleClas |
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/ResNet50_vd_FPGM
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_FPGM.tar
)
|
...
...
@@ -28,45 +19,91 @@ Paddle Serving 已实现7个类别，共计46个模型的服务化部署示例
| 图像分类 |MobileNetV3_large_x1_0 | PaddleClas |
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/MobileNetV3_large_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV3_large_x1_0.tar
)
|
| 图像生成 |HRNet_W18_C | PaddleClas |
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/HRNet_W18_C
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/HRNet_W18_C.tar
)
|
| 图像分类 |ShuffleNetV2_x1_0 | PaddleClas |
[
Pipeline Serving
](
../examples/Pipeline/PaddleClas/ShuffleNetV2_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ShuffleNetV2_x1_0.tar
)
|
---
**二.文本类**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 文本生成 | bert_chinese_L-12_H-768_A-12 | PaddleNLP |
[
C++ Serving
](
../examples/C++/PaddleNLP/bert
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleNLP/bert
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SemanticModel/bert_chinese_L-12_H-768_A-12.tar.gz
)
|
| 情感分析 |senta_bilstm | PaddleNLP |
[
C++ Serving
](
../examples/C++/PaddleNLP/senta
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SentimentAnalysis/senta_bilstm.tar.gz
)
|C++ Serving|
| 词法分析 |lac | PaddleNLP |
[
C++ Serving
](
../examples/C++/PaddleNLP/lac
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/LexicalAnalysis/lac.tar.gz
)
|
| 机器翻译 |transformer | PaddleNLP |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleNLP/blob/develop/examples/machine_translation/transformer/deploy/serving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleNLP/tree/develop/examples/machine_translation/transformer
)
|
| 标点符号预测 | ELECTRA | PaddleNLP |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleNLP/blob/develop/examples/language_model/electra/deploy/serving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleNLP/tree/develop/examples/language_model/electra
)
|
| 抽取文本向量| In-batch Negatives | PaddleNLP |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/neural_search/recall/in_batch_negative
)
|
[
model
](
https://bj.bcebos.com/v1/paddlenlp/models/inbatch_model.zip
)
|
---
**三.推荐系统**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| CTR预估 | criteo_ctr | PaddleRec |
[
C++ Serving
](
../examples/C++/PaddleRec/criteo_ctr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/criteo_ctr_example/criteo_ctr_demo_model.tar.gz
)
|
| CTR预估 | criteo_ctr_with_cube | PaddleRec |
[
C++ Serving
](
../examples/C++/PaddleRec/criteo_ctr_with_cube
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz
)
|
| 推荐 | wide&deep | PaddleRec |
[
C++ Serving
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/doc/serving.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/models/rank/wide_deep/README.md
)
|
| 内容推荐 | wide&deep | PaddleRec |
[
C++ Serving
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/doc/serving.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleRec/blob/release/2.1.0/models/rank/wide_deep/README.md
)
|
---
**四.人脸识别**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 人脸识别|blazeface | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/blazeface
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/blazeface.tar.gz
)
|C++ Serving|
---
**五.目标检测**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 目标检测 |cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/cascade_rcnn
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco_serving.tar.gz
)
|
| 目标检测 | yolov4 | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/yolov4
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/yolov4.tar.gz
)
|C++ Serving|
| 关键点检测 |faster_rcnn_hrnetv2p_w18_1x | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/faster_rcnn_hrnetv2p_w18_1x
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_hrnetv2p_w18_1x.tar.gz
)
|
| 目标检测 |fcos_dcn_r50_fpn_1x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/fcos_dcn_r50_fpn_1x_coco
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/fcos_dcn_r50_fpn_1x_coco.tar
)
|
| 目标检测 | ssd_vgg16_300_240e_voc | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/ssd_vgg16_300_240e_voc
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ssd_vgg16_300_240e_voc.tar
)
|
| 目标检测 |yolov3_darknet53_270e_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/yolov3_darknet53_270e_coco
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleDetection/yolov3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar
)
|
| 目标检测 | faster_rcnn_r50_fpn_1x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/faster_rcnn_r50_fpn_1x_coco
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleDetection/faster_rcnn
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar
)
|
| 目标检测 |ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|
| ppyolo_mbv3_large_coco | PaddleDetection |
[
Pipeline Serving
](
../examples/Pipeline/PaddleDetection/ppyolo_mbv3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
)
|
| ttfnet_darknet53_1x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/ttfnet_darknet53_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/ttfnet_darknet53_1x_coco.tar
)
|
| YOLOv3-DarkNet | PaddleDetection |
[
C++ Serving
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/deploy/serving
)
|
[
.pdparams
](
https://paddledet.bj.bcebos.com/models/yolov3_darknet53_270e_coco.pdparams
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleDetection/blob/develop/configs/yolov3/yolov3_darknet53_270e_coco.yml
)
|
| ocr_rec | PaddleOCR |
[
C++ Serving
](
../examples/C++/PaddleOCR/ocr
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleOCR/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/OCR/ocr_rec.tar.gz
)
|
| ocr_det | PaddleOCR |
[
C++ Serving
](
../examples/C++/PaddleOCR/ocr
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleOCR/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ocr/ocr_det.tar.gz
)
|
| ch_ppocr_mobile_v2.0_det | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml
)
|
| ch_ppocr_server_v2.0_det | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml
)
|
| ch_ppocr_mobile_v2.0_rec | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_lite_train_v2.0.yml
)
|
| ch_ppocr_server_v2.0_rec | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml
)
|
| ch_ppocr_mobile_v2.0 | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|
| ch_ppocr_server_v2.0 | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|
| deeplabv3 | PaddleSeg |
[
C++ Serving
](
../examples/C++/PaddleSeg/deeplabv3
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/deeplabv3.tar.gz
)
|
| unet | PaddleSeg |
[
C++ Serving
](
../examples/C++/PaddleSeg/unet_for_image_seg
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/unet.tar.gz
)
|
| PPTSN_K400 | PaddleVideo |
[
Pipeline Serving
](
../examples/Pipeline/PaddleVideo/PPTSN_K400
)
|
[
model
](
https://paddle-serving.bj.bcebos.com/model/PaddleVideo/PPTSN_K400.tar
)
|
Paddle Serving 代码库下模型部署示例请参考
[
examples
](
../examples
)
目录。
更多 Paddle Serving 部署模型请参考
[
wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
。
查找最新模型，请进入 Paddle 模型套件库：
| 目标检测 | ppyolo_mbv3_large_coco | PaddleDetection |
[
Pipeline Serving
](
../examples/Pipeline/PaddleDetection/ppyolo_mbv3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
)
|
| 目标检测 | ttfnet_darknet53_1x_coco | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/ttfnet_darknet53_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/ttfnet_darknet53_1x_coco.tar
)
|
| 目标检测 |YOLOv3-DarkNet | PaddleDetection |
[
C++ Serving
](
https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.3/deploy/serving
)
|
[
.pdparams
](
https://paddledet.bj.bcebos.com/models/yolov3_darknet53_270e_coco.pdparams
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleDetection/blob/develop/configs/yolov3/yolov3_darknet53_270e_coco.yml
)
|
---
**六.文字识别**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 文字识别 |ocr_rec | PaddleOCR |
[
C++ Serving
](
../examples/C++/PaddleOCR/ocr
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleOCR/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/OCR/ocr_rec.tar.gz
)
|
| 文字识别 |ocr_det | PaddleOCR |
[
C++ Serving
](
../examples/C++/PaddleOCR/ocr
)
</br>
[
Pipeline Serving
](
../examples/Pipeline/PaddleOCR/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ocr/ocr_det.tar.gz
)
|
| 文字识别 |ch_ppocr_mobile_v2.0_det | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_mv3_db_v2.0.yml
)
|
| 文字识别 |ch_ppocr_server_v2.0_det | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_det_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml
)
|
| 文字识别 |ch_ppocr_mobile_v2.0_rec | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_lite_train_v2.0.yml
)
|
| 文字识别 |ch_ppocr_server_v2.0_rec | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_server_v2.0_rec_infer.tar
)
</br>
[
.yml
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml
)
|
| 文字识别 |ch_ppocr_mobile_v2.0 | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|
| 文字识别 |ch_ppocr_server_v2.0 | PaddleOCR |
[
Pipeline Serving
](
https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.3/deploy/pdserving/README.md
)
|
[
model
](
https://github.com/PaddlePaddle/PaddleOCR
)
|
---
**七.图像分割**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 图像分割 | deeplabv3 | PaddleSeg |
[
C++ Serving
](
../examples/C++/PaddleSeg/deeplabv3
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/deeplabv3.tar.gz
)
|
| 图像分割 | unet | PaddleSeg |
[
C++ Serving
](
../examples/C++/PaddleSeg/unet_for_image_seg
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/unet.tar.gz
)
|
---
**八.关键点检测**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 关键点检测 |faster_rcnn_hrnetv2p_w18_1x | PaddleDetection |
[
C++ Serving
](
../examples/C++/PaddleDetection/faster_rcnn_hrnetv2p_w18_1x
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_hrnetv2p_w18_1x.tar.gz
)
|
---
**九.视频理解**
模型部署示例请参阅下表：
| 场景| 模型 | 类型 | 示例使用的框架 | 下载 |
| --- | --- | --- | --- | ---- |
| 视频理解 |PPTSN_K400 | PaddleVideo |
[
Pipeline Serving
](
../examples/Pipeline/PaddleVideo/PPTSN_K400
)
|
[
model
](
https://paddle-serving.bj.bcebos.com/model/PaddleVideo/PPTSN_K400.tar
)
|
Paddle Serving 代码库下模型部署示例请参考
[
examples
](
../examples
)
目录。更多 Paddle Serving 部署模型请参考
[
wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
。
了解最新模型，请进入 Paddle 模型套件库：
-
[
PaddleDetection
](
https://github.com/PaddlePaddle/PaddleDetection
)
-
[
PaddleOCR
](
https://github.com/PaddlePaddle/PaddleOCR
)
-
[
PaddleClas
](
https://github.com/PaddlePaddle/PaddleClas
)
...
...
doc/Offical_Docs/9-
0
_Kubernetes_CN.md
→
doc/Offical_Docs/9-
1
_Kubernetes_CN.md
浏览文件 @
4fcc494c
...
...
@@ -60,11 +60,12 @@ systemctl start kube-proxy
完整镜像列表，请参考
[
DOCKER 开发镜像列表
](
./Docker_Images_CN.md
)
其次，需要在镜像文件中添加 Serving 业务代码和模型。假定按上述步骤完成3个前置任务
#### 1.选定运行镜像：registry.baidubce.com/paddlepaddle/serving:0.8.0
-cuda10.1-cudnn7-runtime
#### 2.克隆代码库（/home/work）：git clone https://github.com/PaddlePaddle/Serving.git
#### 3.安装 py wheels：pip3 install paddle-serving-app==0.8.3 -i https://pypi.tuna.tsinghua.edu.cn/simple
制作镜像的整体步骤如下，这里选定 Serving 运行镜像，相比于开发镜像体积更小，镜像内已安装相关的依赖和 Serving wheel 包。
1.
选定运行镜像：registry.baidubce.com/paddlepaddle/serving:0.8.3
-cuda10.1-cudnn7-runtime
2.
运行镜像并拷贝模型和服务代码到镜像中，当你需要部署外部其他模型时，更换模型和代码即可。
3.
制作并上传新镜像
假定已完成上述3个前置运行镜像并拷贝模型到镜像中，看具体操作。
```
bash
# Run docker
nvidia-docker run
--rm
-dit
--name
pipeline_serving_demo registry.baidubce.com/paddlepaddle/serving:0.8.0-cuda10.1-cudnn7-runtime bash
...
...
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