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infer_ppyoloe.py

[Turorials] Add tutorials for intel gpu (#860 )

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infer_resnet50.py

[Turorials] Add tutorials for intel gpu (#860 )

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README_CN.md

[Doc]Check and modify broken links in documents (#1207 )

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README.md

[Turorials] Add tutorials for intel gpu (#860 )

2022-12-13 10:21:56 +08:00

README.md

English | 中文

PaddleClas Python Example

Before deployment, confirm the following two steps

1. The software and hardware environment meet the requirements. Refer to FastDeploy Environment Requirements
1. Install FastDeploy Python wheel package. Refer to Install FastDeploy

# Get FastDeploy codes
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/tutorials/intel_gpu/python

# Download PaddleClas model and test image
wget https://bj.bcebos.com/paddlehub/fastdeploy/ResNet50_vd_infer.tgz
wget https://gitee.com/paddlepaddle/PaddleClas/raw/release/2.4/deploy/images/ImageNet/ILSVRC2012_val_00000010.jpeg
tar -xvf ResNet50_vd_infer.tgz

# Inference with CPU
python infer_resnet50.py --model ResNet50_vd_infer --image ILSVRC2012_val_00000010.jpeg --device cpu --topk 1

# Inference with Intel GPU
python infer_resnet50.py --model ResNet50_vd_infer --image ILSVRC2012_val_00000010.jpeg --device intel_gpu --topk 1



# Download PaddleDetection/PP-YOLOE model and test image
wget https://bj.bcebos.com/paddlehub/fastdeploy/ppyoloe_crn_l_300e_coco.tgz
wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg
tar xvf ppyoloe_crn_l_300e_coco.tgz

# Inference with CPU
python infer_ppyoloe.py --model ppyoloe_crn_l_300e_coco --image 000000014439.jpg --device cpu

# Inference with Intel GPU
python infer_ppyoloe.py --model ppyoloe_crn_l_300e_coco --image 000000014439.jpg --device intel_gpu