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46 lines
2.4 KiB
Markdown
46 lines
2.4 KiB
Markdown
[English](README.md) | 简体中文
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# MODNet准备部署模型
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- [MODNet](https://github.com/ZHKKKe/MODNet/commit/28165a4)
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- （1）[官方库](https://github.com/ZHKKKe/MODNet/)中提供的*.pt通过[导出ONNX模型](#导出ONNX模型)操作后，可进行部署；
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- （2）开发者基于自己数据训练的MODNet模型，可按照[导出ONNX模型](#%E5%AF%BC%E5%87%BAONNX%E6%A8%A1%E5%9E%8B)后，完成部署。
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## 导出ONNX模型
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访问[MODNet](https://github.com/ZHKKKe/MODNet)官方github库，按照指引下载安装，下载模型文件，利用 `onnx/export_onnx.py` 得到`onnx`格式文件。
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* 导出onnx格式文件
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```bash
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python -m onnx.export_onnx \
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--ckpt-path=pretrained/modnet_photographic_portrait_matting.ckpt \
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--output-path=pretrained/modnet_photographic_portrait_matting.onnx
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```
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## 下载预训练ONNX模型
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为了方便开发者的测试，下面提供了MODNet导出的各系列模型，开发者可直接下载使用。（下表中模型的精度来源于源官方库）
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| 模型 | 大小 | 精度 |
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|:---------------------------------------------------------------- |:----- |:----- |
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| [modnet_photographic](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_photographic_portrait_matting.onnx) | 25MB | - |
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| [modnet_webcam](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_webcam_portrait_matting.onnx) | 25MB | -|
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| [modnet_photographic_256](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_photographic_portrait_matting-256x256.onnx) | 25MB | - |
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| [modnet_webcam_256](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_webcam_portrait_matting-256x256.onnx) | 25MB | - |
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| [modnet_photographic_512](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_photographic_portrait_matting-512x512.onnx) | 25MB | - |
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| [modnet_webcam_512](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_webcam_portrait_matting-512x512.onnx) | 25MB | - |
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| [modnet_photographic_1024](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_photographic_portrait_matting-1024x1024.onnx) | 25MB | - |
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| [modnet_webcam_1024](https://bj.bcebos.com/paddlehub/fastdeploy/modnet_webcam_portrait_matting-1024x1024.onnx) | 25MB | -|
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## 详细部署文档
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- [Python部署](python)
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- [C++部署](cpp)
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## 版本说明
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- 本版本文档和代码基于[MODNet CommitID:28165a4](https://github.com/ZHKKKe/MODNet/commit/28165a4) 编写
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