MMEditing is an open-source image and video editing toolbox based on PyTorch. It is a part of the OpenMMLab project.
Please refer to official installation guide to install the codebase.
| Model | Task | ONNX Runtime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
|---|---|---|---|---|---|---|---|
| SRCNN | super-resolution | Y | Y | Y | Y | Y | config |
| ESRGAN | super-resolution | Y | Y | Y | Y | Y | config |
| ESRGAN-PSNR | super-resolution | Y | Y | Y | Y | Y | config |
| SRGAN | super-resolution | Y | Y | Y | Y | Y | config |
| SRResNet | super-resolution | Y | Y | Y | Y | Y | config |
| Real-ESRGAN | super-resolution | Y | Y | Y | Y | Y | config |
| EDSR | super-resolution | Y | Y | Y | N | Y | config |
| RDN | super-resolution | Y | Y | Y | Y | Y | config |
| Global&Local* | inpainting | Y | Y | N | N | N | config |
| DeepFillv1* | inpainting | Y | Y | N | N | N | config |
| PConv* | inpainting | Y | Y | N | N | N | config |
| DeepFillv2* | inpainting | Y | Y | N | N | N | config |
| AOT-GAN* | inpainting | Y | Y | N | N | N | config |
- We skipped quantitative evaluation for image inpainting due to the high computational cost required for testing.