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mmdeploy/docs/codebases/mmcls.md

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[Docs]: Add sphinx document (#109) * Add document structure * better zh_cn document * add build example, update requirement * add readme * add usage * fix end of file * fix codebase names, add TODO
2021-10-09 14:10:42 +08:00
## MMClassification Support
[Docs]: Add mmcls support doc (#171) * add doc * update * update * update table format * update name * update * resolve comments * remove unnecessary files * update mmedit * update * resolve comments
2021-11-08 15:37:43 +08:00
[MMClassification](https://github.com/open-mmlab/mmclassification) is an open-source image classification toolbox based on PyTorch. It is a part of the [OpenMMLab](https://openmmlab.com) project.
### MMClassification installation tutorial
Please refer to [install.md](https://github.com/open-mmlab/mmclassification/blob/master/docs/install.md) for installation.
### List of MMClassification models supported by MMDeploy
| model | OnnxRuntime | TensorRT | NCNN | PPL | OpenVINO | model config file(example) |
|:-------------|:-----------:|:--------:|:----:|:---:|:--------:|:--------------------------------------------------------------------------------------|
| ResNet | Y | Y | Y | Y | ? | $MMCLS_DIR/configs/resnet/resnet18_b32x8_imagenet.py |
| ResNeXt | Y | Y | Y | Y | ? | $MMCLS_DIR/configs/resnext/resnext50_32x4d_b32x8_imagenet.py |
| SE-ResNet | Y | Y | Y | Y | ? | $MMCLS_DIR/configs/seresnet/seresnet50_b32x8_imagenet.py |
| MobileNetV2 | Y | Y | Y | Y | ? | $MMCLS_DIR/configs/mobilenet_v2/mobilenet_v2_b32x8_imagenet.py |
| ShuffleNetV1 | Y | Y | N | Y | ? | $MMCLS_DIR/configs/shufflenet_v1/shufflenet_v1_1x_b64x16_linearlr_bn_nowd_imagenet.py |
| ShuffleNetV2 | Y | Y | N | Y | ? | $MMCLS_DIR/configs/shufflenet_v2/shufflenet_v2_1x_b64x16_linearlr_bn_nowd_imagenet.py |
### Reminder
None
### FAQs
None