Files
FastDeploy/examples/vision/classification/paddleclas/sophgo/python
Dantès 34bea7649d [Backend] add sophgo backend (#1015)
* Add Sophgo Device

add sophgo backend in fastdeploy

add resnet50, yolov5s, liteseg examples.

* replace sophgo lib with download links; fix model.cc bug

* modify CodeStyle

* remove unuseful files;change the names of sophgo device and sophgo
backend

* sophgo support python and add python examples

* remove unuseful rows in cmake according pr

Co-authored-by: Zilong Xing <zilong.xing@sophgo.com>
2023-01-04 15:49:17 +08:00
..
2023-01-04 15:49:17 +08:00
2023-01-04 15:49:17 +08:00

PaddleClas Python部署示例

在部署前,需确认以下两个步骤

本目录下提供infer.py快速完成 ResNet50_vd 在SOPHGO TPU上部署的示例。执行如下脚本即可完成

# 下载部署示例代码
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/examples/vision/classification/paddleclas/sophgo/python

# 下载图片
wget https://gitee.com/paddlepaddle/PaddleClas/raw/release/2.4/deploy/images/ImageNet/ILSVRC2012_val_00000010.jpeg

# 推理
python3 infer.py --model_file ./bmodel/resnet50_1684x_f32.bmodel  --config_file ResNet50_vd_infer/inference_cls.yaml  --image ILSVRC2012_val_00000010.jpeg

# 运行完成后返回结果如下所示
ClassifyResult(
label_ids: 153,
scores: 0.684570,
)

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