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d0121b5e
编写于
11月 10, 2021
作者:
H
huangjianhui
提交者：
GitHub
11月 10, 2021
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Update Model_Zoo_CN.md
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doc/Model_Zoo_CN.md
浏览文件 @
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@@ -6,44 +6,48 @@
特别感谢
[
Padddle wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
以及
[
PaddleHub
](
https://www.paddlepaddle.org.cn/hub
)
为Paddle Serving提供的部分预训练模型
| 模型 | 类型 | 部署方式 | 下载 | 服务端
启动方式
|
| 模型 | 类型 | 部署方式 | 下载 | 服务端 |
| --- | --- | --- | ---- | --- |
| resnet_v2_50_imagenet | PaddleClas |
[
单模型
](
../examples/PaddleClas/resnet_v2_50
)
/
[
多模型
](
../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
)
|C++, python|
| mobilenet_v2_imagenet | PaddleClas |
[
单模型
](
../examples/PaddleClas/mobilenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/mobilenet_v2_imagenet.tar.gz
)
|C++|
| resnet50_vd | PaddleClas |
[
单模型
](
../examples/PaddleClas/imagenet
)
/
[
多模型
](
../examples/pipeline/imagenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/imagenet-example/ResNet50_vd.tar.gz
)
|python, C++|
| ResNet50_vd_KL | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_KL
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_KL.tar
)
|python|
| DarkNet53 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/DarkNet53
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/DarkNet53.tar
)
|python|
| MobileNetV1 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV1
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV1.tar
)
|python|
| MobileNetV2 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV2
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV2.tar
)
|python|
| MobileNetV3_large_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV3_large_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV3_large_x1_0.tar
)
|python|
| ResNet50_vd_FPGM | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_FPGM
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_FPGM.tar
)
|python|
| ResNet50_vd_PACT | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_PACT
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_PACT.tar
)
|python|
| ResNeXt101_vd_64x4d | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNeXt101_vd_64x4d
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNeXt101_vd_64x4d.tar
)
|python|
| HRNet_W18_C | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/HRNet_W18_C
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/HRNet_W18_C.tar
)
|python|
| ShuffleNetV2_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ShuffleNetV2_x1_0
)
) |
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ShuffleNetV2_x1_0.tar
)
|python|
| bert_chinese_L-12_H-768_A-12 | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/bert
)
/
[
多模型
](
../examples/pipeline/bert
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SemanticModel/bert_chinese_L-12_H-768_A-12.tar.gz
)
|python, C++|
| senta_bilstm | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/senta
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SentimentAnalysis/senta_bilstm.tar.gz
)
|C++|
| lac | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/lac
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/LexicalAnalysis/lac.tar.gz
)
|C++|
| criteo_ctr | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/criteo_ctr_example/criteo_ctr_demo_model.tar.gz
)
| C++ |
| criteo_ctr_with_cube | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr_with_cube
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz
)
|C++|
| blazeface | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/blazeface
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/blazeface.tar.gz
)
|C++|
| cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco | PaddleDetection |
[
单模型
](
../examples/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
)
|C++|
| yolov4 | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov4
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/yolov4.tar.gz
)
|C++|
| faster_rcnn_hrnetv2p_w18_1x | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_hrnetv2p_w18_1x
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_hrnetv2p_w18_1x.tar.gz
)
|C++|
| fcos_dcn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/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
)
|C++|
| ssd_vgg16_300_240e_voc | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ssd_vgg16_300_240e_voc
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ssd_vgg16_300_240e_voc.tar
)
|C++ |
| yolov3_darknet53_270e_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov3_darknet53_270e_coco
)
/
[
多模型
](
../examples/pipeline/PaddleDetection/yolov3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar
)
|python, C++ |
| faster_rcnn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_r50_fpn_1x_coco
)
/
[
多模型
](
../examples/pipeline/PaddleDetection/faster_rcnn
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar
)
|python, C++ |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|C++ |
| ppyolo_mbv3_large_coco | PaddleDetection |
[
多模型
](
../examples/pipeline/PaddleDetection/ppyolo_mbv3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
)
|python |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|C++ |
| ttfnet_darknet53_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ttfnet_darknet53_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/ttfnet_darknet53_1x_coco.tar
)
|C++ |
| ocr_rec | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
/
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/OCR/ocr_rec.tar.gz
)
|python, C++ |
| ocr_det | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
/
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ocr/ocr_det.tar.gz
)
|python, C++ |
| deeplabv3 | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/deeplabv3
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/deeplabv3.tar.gz
)
| C++ |
| unet | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/unet_for_image_seg
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/unet.tar.gz
)
|C++ |
请参考
[
example
](
../examples
)
查看详情
更多模型请参考
[
wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
| resnet_v2_50_imagenet | PaddleClas |
[
单模型
](
../examples/PaddleClas/resnet_v2_50
)
/
[
多模型
](
../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 |
[
单模型
](
../examples/PaddleClas/mobilenet
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageClassification/mobilenet_v2_imagenet.tar.gz
)
|C++ Serving|
| resnet50_vd | PaddleClas |
[
单模型
](
../examples/PaddleClas/imagenet
)
/
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ResNet50_vd.tar
)
|Pipeline Serving, C++ Serving|
| ResNet50_vd_KL | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_KL
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_KL.tar
)
|Pipeline Serving|
| DarkNet53 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/DarkNet53
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/DarkNet53.tar
)
|Pipeline Serving|
| MobileNetV1 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV1
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV1.tar
)
|Pipeline Serving|
| MobileNetV2 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV2
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV2.tar
)
|Pipeline Serving|
| MobileNetV3_large_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/MobileNetV3_large_x1_0
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/MobileNetV3_large_x1_0.tar
)
|Pipeline Serving|
| ResNet50_vd_FPGM | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_FPGM
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_FPGM.tar
)
|Pipeline Serving|
| ResNet50_vd_PACT | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNet50_vd_PACT
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNet50_vd_PACT.tar
)
|Pipeline Serving|
| ResNeXt101_vd_64x4d | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ResNeXt101_vd_64x4d
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ResNeXt101_vd_64x4d.tar
)
|Pipeline Serving|
| HRNet_W18_C | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/HRNet_W18_C
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/HRNet_W18_C.tar
)
|Pipeline Serving|
| ShuffleNetV2_x1_0 | PaddleClas |
[
多模型
](
../examples/pipeline/PaddleClas/ShuffleNetV2_x1_0
)
) |
[
.tar
](
https://paddle-serving.bj.bcebos.com/model/ShuffleNetV2_x1_0.tar
)
|Pipeline Serving|
| bert_chinese_L-12_H-768_A-12 | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/bert
)
/
[
多模型
](
../examples/pipeline/bert
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SemanticModel/bert_chinese_L-12_H-768_A-12.tar.gz
)
|Pipeline Serving, C++ Serving|
| senta_bilstm | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/senta
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/SentimentAnalysis/senta_bilstm.tar.gz
)
|C++ Serving|
| lac | PaddleNLP |
[
单模型
](
../examples/PaddleNLP/lac
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/text/LexicalAnalysis/lac.tar.gz
)
| C++ Serving|
| criteo_ctr | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/criteo_ctr_example/criteo_ctr_demo_model.tar.gz
)
| C++ Serving |
| criteo_ctr_with_cube | PaddleRec |
[
单模型
](
../examples/PaddleRec/criteo_ctr_with_cube
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/unittest/ctr_cube_unittest.tar.gz
)
|C++ Serving|
| blazeface | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/blazeface
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/blazeface.tar.gz
)
|C++ Serving|
| cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco | PaddleDetection |
[
单模型
](
../examples/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
)
|C++ Serving|
| yolov4 | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov4
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ObjectDetection/yolov4.tar.gz
)
|C++ Serving|
| faster_rcnn_hrnetv2p_w18_1x | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_hrnetv2p_w18_1x
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_hrnetv2p_w18_1x.tar.gz
)
|C++ Serving|
| fcos_dcn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/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
)
|C++ Serving|
| ssd_vgg16_300_240e_voc | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ssd_vgg16_300_240e_voc
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ssd_vgg16_300_240e_voc.tar
)
|C++ Serving |
| yolov3_darknet53_270e_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/yolov3_darknet53_270e_coco
)
/
[
多模型
](
../examples/pipeline/PaddleDetection/yolov3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar
)
|Pipeline Serving, C++ Serving |
| faster_rcnn_r50_fpn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/faster_rcnn_r50_fpn_1x_coco
)
/
[
多模型
](
../examples/pipeline/PaddleDetection/faster_rcnn
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar
)
|Pipeline Serving, C++ Serving |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|C++ Serving |
| ppyolo_mbv3_large_coco | PaddleDetection |
[
多模型
](
../examples/pipeline/PaddleDetection/ppyolo_mbv3
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_mbv3_large_coco.tar
)
|Pipeline Serving |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ppyolo_r50vd_dcn_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar
)
|C++ Serving |
| ttfnet_darknet53_1x_coco | PaddleDetection |
[
单模型
](
../examples/PaddleDetection/ttfnet_darknet53_1x_coco
)
|
[
.tar
](
https://paddle-serving.bj.bcebos.com/pddet_demo/ttfnet_darknet53_1x_coco.tar
)
|C++ Serving |
| ocr_rec | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
/
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/OCR/ocr_rec.tar.gz
)
|Pipeline Serving, C++ Serving |
| ocr_det | PaddleOCR |
[
单模型
](
../examples/PaddleOCR/ocr_rec_det
)
/
[
多模型
](
../examples/pipeline/ocr
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/ocr/ocr_det.tar.gz
)
|Pipeline Serving, C++ Serving |
| deeplabv3 | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/deeplabv3
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/deeplabv3.tar.gz
)
| C++ Serving |
| unet | PaddleSeg |
[
单模型
](
../examples/PaddleSeg/unet_for_image_seg
)
|
[
.tar.gz
](
https://paddle-serving.bj.bcebos.com/paddle_hub_models/image/ImageSegmentation/unet.tar.gz
)
|C++ Serving |
-
注意事项
-
多模型部署示例均在pipeline文件夹下
-
单模型采用C++ Serving，多模型采用Pipeline Serving
-
请参考
[
example
](
../examples
)
查看详情
-
更多模型请参考
[
wholechain
](
https://www.paddlepaddle.org.cn/wholechain
)
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