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MMClassification Support
MMClassification is an open-source image classification toolbox based on PyTorch. It is a part of the OpenMMLab project.
MMClassification installation tutorial
Please refer to 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