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[Docs]Add a support model list. (open-mmlab#333)
* add docs about support model * fix docs * fix support list * fix docs * fix format * fix how to convert model * fix en and cn docs about convert model * fix bash * fix docs format * fix readme * fix benchmark * fix cn docs link * rename support models * rename * fix docs * fix cn benchmark * fix benchmark
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| Original file line number | Diff line number | Diff line change |
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| ## List of supported models exportable to other backends | ||
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| The table below lists the models that are guaranteed to be exportable to other backends. | ||
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| | Model | Codebase | OnnxRuntime | TensorRT | NCNN | PPLNN | OpenVINO | Model config | | ||
| | :------------------------ | :--------------- | :---------: | :------: | :---: | :---: | :------: | :--------------------------------------------------------------------------------------------: | | ||
| | RetinaNet | MMDetection | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/retinanet) | | ||
| | Faster R-CNN | MMDetection | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/faster_rcnn) | | ||
| | YOLOv3 | MMDetection | Y | Y | Y | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/yolo) | | ||
| | YOLOX | MMDetection | Y | Y | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/yolox) | | ||
| | FCOS | MMDetection | Y | Y | Y | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/fcos) | | ||
| | FSAF | MMDetection | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/fsaf) | | ||
| | Mask R-CNN | MMDetection | Y | Y | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/mask_rcnn) | | ||
| | SSD[*](#note) | MMDetection | Y | Y | Y | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/ssd) | | ||
| | FoveaBox | MMDetection | Y | N | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/foveabox) | | ||
| | ATSS | MMDetection | Y | Y | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/atss) | | ||
| | Cascade R-CNN | MMDetection | Y | Y | N | Y | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/cascade_rcnn) | | ||
| | Cascade Mask R-CNN | MMDetection | Y | N | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/cascade_rcnn) | | ||
| | VFNet | MMDetection | N | N | N | N | Y | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/vfnet) | | ||
| | ResNet | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/resnet) | | ||
| | ResNeXt | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/resnext) | | ||
| | SE-ResNet | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/seresnet) | | ||
| | MobileNetV2 | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/mobilenet_v2) | | ||
| | ShuffleNetV1 | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/shufflenet_v1) | | ||
| | ShuffleNetV2 | MMClassification | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmclassification/tree/master/configs/shufflenet_v2) | | ||
| | FCN | MMSegmentation | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/fcn) | | ||
| | PSPNet[*static](#note) | MMSegmentation | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/pspnet) | | ||
| | DeepLabV3 | MMSegmentation | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/deeplabv3) | | ||
| | DeepLabV3+ | MMSegmentation | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/deeplabv3plus) | | ||
| | Fast-SCNN[*static](#note) | MMSegmentation | Y | Y | N | Y | Y | [config](https://github.com/open-mmlab/mmsegmentation/tree/master/configs/fastscnn) | | ||
| | SRCNN | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srcnn) | | ||
| | ESRGAN | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/esrgan) | | ||
| | SRGAN | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) | | ||
| | SRResNet | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/srresnet_srgan) | | ||
| | Real-ESRGAN | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/real_esrgan) | | ||
| | EDSR | MMEditing | Y | Y | Y | N | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/edsr) | | ||
| | RDN | MMEditing | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmediting/tree/master/configs/restorers/rdn) | | ||
| | DBNet | MMOCR | Y | Y | Y | Y | Y | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textdet/dbnet) | | ||
| | CRNN | MMOCR | Y | Y | Y | Y | N | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/crnn) | | ||
| | SAR | MMOCR | Y | N | N | N | N | [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/sar) | | ||
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| ### Note | ||
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| - Tag: | ||
| - static: This model only supports conversion with static shape. Please use the deployment config with static field. For instance, for TensorRT, try $MMDEPLOY_DIR/configs/mmseg/segmentation_tensorrt_static-1024x2048.py. | ||
| - SSD: When you convert SSD model for TensorRT, you need to use the deployment config: $MMDEPLOY_DIR/configs/mmdet/detection/detection_tensorrt_dynamic-300x300-512x512.py. |
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