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English | 简体中文
MODNet Ready-to-deploy Model
- MODNet
- （1）The *.pt provided by the Official Library can be deployed after Export ONNX Model；
- （2）As for MODNet model trained on customized data, please follow the operations guidelines in Export ONNX Model to complete the deployment.
Export ONNX Model
Visit MODNet official github repository, follow the guidelines to download model files, and employ onnx/export_onnx.py to get files in onnx format.
- Export files in onnx format
python -m onnx.export_onnx \ --ckpt-path=pretrained/modnet_photographic_portrait_matting.ckpt \ --output-path=pretrained/modnet_photographic_portrait_matting.onnx
Download Pre-trained ONNX Model
For developers' testing, models exported by MODNet are provided below. Developers can download them directly. (The accuracy in the following table is derived from the source official repository)
| Model | Size | Accuracy |
|---|---|---|
| modnet_photographic | 25MB | - |
| modnet_webcam | 25MB | - |
| modnet_photographic_256 | 25MB | - |
| modnet_webcam_256 | 25MB | - |
| modnet_photographic_512 | 25MB | - |
| modnet_webcam_512 | 25MB | - |
| modnet_photographic_1024 | 25MB | - |
| modnet_webcam_1024 | 25MB | - |
Detailed Deployment Tutorials
Release Note
- This tutorial and related code are written based on MODNet CommitID:28165a4