28 lines
3.3 KiB
Markdown
28 lines
3.3 KiB
Markdown
# MMEditing Support
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[MMEditing](https://github.com/open-mmlab/mmediting) is an open-source image and video editing toolbox based on PyTorch. It is a part of the [OpenMMLab](https://openmmlab.com/) project.
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## MMEditing installation tutorial
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Please refer to [official installation guide](https://mmediting.readthedocs.io/en/latest/install.html#installation) to install the codebase.
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## MMEditing models support
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| Model | Task | ONNX Runtime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
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| :------------- | :--------------- | :----------: | :------: | :--: | :---: | :------: | :--------------------------------------------------------------------------------------------: |
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| SRCNN | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srcnn) |
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| ESRGAN | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/esrgan) |
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| ESRGAN-PSNR | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/esrgan) |
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| SRGAN | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) |
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| SRResNet | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) |
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| Real-ESRGAN | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/real_esrgan) |
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| EDSR | super-resolution | Y | Y | Y | N | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/edsr) |
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| RDN | super-resolution | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/rdn) |
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| Global&Local\* | inpainting | Y | Y | N | N | N | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/inpainting/global_local) |
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| DeepFillv1\* | inpainting | Y | Y | N | N | N | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/inpainting/deepfillv1) |
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| PConv\* | inpainting | Y | Y | N | N | N | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/inpainting/partial_conv) |
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| DeepFillv2\* | inpainting | Y | Y | N | N | N | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/inpainting/deepfillv2) |
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| AOT-GAN\* | inpainting | Y | Y | N | N | N | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/inpainting/AOT-GAN) |
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1. We skipped quantitative evaluation for image inpainting due to the high computational cost required for testing.
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