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This page lists model archives that are pre-trained and pre-packaged, ready to be served for inference with PaddleServing. To propose a model for inclusion, please submit pull request
Special thanks to the Padddle wholechain and PaddleHub whose Model Zoo and Model Examples were used in generating these model archives
| Model | Type | Framework | Download |
|---|---|---|---|
| resnet_v2_50_imagenet | PaddleClas | C++ Serving Pipeline Serving |
.tar.gz |
| mobilenet_v2_imagenet | PaddleClas | C++ Serving | .tar.gz |
| resnet50_vd | PaddleClas | C++ Serving Pipeline Serving |
.tar.gz |
| ResNet50_vd_KL | PaddleClas | Pipeline Serving | .tar |
| ResNet50_vd_FPGM | PaddleClas | Pipeline Serving | .tar |
| ResNet50_vd_PACT | PaddleClas | Pipeline Serving | .tar |
| ResNeXt101_vd_64x4d | PaddleClas | Pipeline Serving | .tar |
| DarkNet53 | PaddleClas | Pipeline Serving | .tar |
| MobileNetV1 | PaddleClas | Pipeline Serving | .tar |
| MobileNetV2 | PaddleClas | Pipeline Serving | .tar |
| MobileNetV3_large_x1_0 | PaddleClas | Pipeline Serving | .tar |
| HRNet_W18_C | PaddleClas | Pipeline Serving | .tar |
| ShuffleNetV2_x1_0 | PaddleClas | Pipeline Serving | .tar |
| bert_chinese_L-12_H-768_A-12 | PaddleNLP | C++ Serving Pipeline Serving |
.tar.gz |
| senta_bilstm | PaddleNLP | C++ Serving | .tar.gz |
| lac | PaddleNLP | C++ Serving | .tar.gz |
| transformer | PaddleNLP | Pipeline Serving | model |
| criteo_ctr | PaddleRec | C++ Serving | .tar.gz |
| criteo_ctr_with_cube | PaddleRec | C++ Serving | .tar.gz |
| wide&deep | PaddleRec | C++ Serving | model |
| blazeface | PaddleDetection | C++ Serving | .tar.gz |
| cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco | PaddleDetection | C++ Serving | .tar.gz |
| yolov4 | PaddleDetection | C++ Serving | .tar.gz |
| faster_rcnn_hrnetv2p_w18_1x | PaddleDetection | C++ Serving | .tar.gz |
| fcos_dcn_r50_fpn_1x_coco | PaddleDetection | C++ Serving | .tar.gz |
| ssd_vgg16_300_240e_voc | PaddleDetection | C++ Serving | .tar |
| yolov3_darknet53_270e_coco | PaddleDetection | C++ Serving Pipeline Serving |
.tar |
| faster_rcnn_r50_fpn_1x_coco | PaddleDetection | C++ Serving Pipeline Serving |
.tar |
| ppyolo_r50vd_dcn_1x_coco | PaddleDetection | C++ Serving | .tar |
| ppyolo_mbv3_large_coco | PaddleDetection | Pipeline Serving | .tar |
| ttfnet_darknet53_1x_coco | PaddleDetection | C++ Serving | .tar |
| YOLOv3-DarkNet | PaddleDetection | C++ Serving | .pdparams .yml |
| ocr_rec | PaddleOCR | C++ Serving Pipeline Serving |
.tar.gz |
| ocr_det | PaddleOCR | C++ Serving Pipeline Serving |
.tar.gz |
| ch_ppocr_mobile_v2.0_det | PaddleOCR | Pipeline Serving | model .yml |
| ch_ppocr_server_v2.0_det | PaddleOCR | Pipeline Serving | model .yml |
| ch_ppocr_mobile_v2.0_rec | PaddleOCR | Pipeline Serving | model .yml |
| ch_ppocr_server_v2.0_rec | PaddleOCR | Pipeline Serving | model .yml |
| ch_ppocr_mobile_v2.0 | PaddleOCR | Pipeline Serving | model |
| ch_ppocr_server_v2.0 | PaddleOCR | Pipeline Serving | model |
| deeplabv3 | PaddleSeg | C++ Serving | .tar.gz |
| unet | PaddleSeg | C++ Serving | .tar.gz |
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Refer example for more details on above models.
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Refer wholechain for more pre-trained models supported by PaddleServing
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Latest models refer