FastDeploy/examples/vision/matting/ppmatting/README.md

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PP-Matting Model Deployment

Model Description

• PP-Matting Release/2.6

List of Supported Models

Now FastDeploy supports the deployment of the following models

• PP-Matting models
• PP-HumanMatting models
• ModNet models

Export Deployment Model

Before deployment, PP-Matting needs to be exported into the deployment model. Refer to Export Model for more information. (Tips: You need to set the --input_shape parameter of the export script when exporting PP-Matting and PP-HumanMatting models)

Download Pre-trained Models

For developers' testing, models exported by PP-Matting are provided below. Developers can download and use them directly.

The accuracy metric is sourced from the model description in PP-Matting. (Accuracy data are not provided) Refer to the introduction in PP-Matting for more details.

Model	Parameter Size	Accuracy	Note
PP-Matting-512	106MB	-
PP-Matting-1024	106MB	-
PP-HumanMatting	247MB	-
Modnet-ResNet50_vd	355MB	-
Modnet-MobileNetV2	28MB	-
Modnet-HRNet_w18	51MB	-

Detailed Deployment Tutorials

• Python Deployment
• C++ Deployment