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xinleguo/Awesome-Backbones

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Awesome backbones for classification

BILIBILI

更新日志

2022年04月19日 : 创建仓库

测试环境

  • Numpy 1.16.0
  • PyTorch 1.7.1
  • TorchVision 0.8.2
  • tqdm 4.62.3
  • Pillow 8.4.0

教程

模型

预训练权重

名称 权重 名称 权重 名称 权重
LeNet5 None AlexNet None VGG VGG-11
VGG-13
VGG-16
VGG-19
VGG-11-BN
VGG-13-BN
VGG-16-BN
VGG-19-BN
ResNet ResNet-18
ResNet-34
ResNet-50
ResNet-101
ResNet-152
ResNetV1C ResNetV1C-50
ResNetV1C-101
ResNetV1C-152
ResNetV1D ResNetV1D-50
ResNetV1D-101
ResNetV1D-152
ResNeXt ResNeXt-50
ResNeXt-101
ResNeXt-152
SEResNet SEResNet-50
SEResNet-101
SEResNeXt None
RegNet RegNetX-400MF
RegNetX-800MF
RegNetX-1.6GF
RegNetX-3.2GF
RegNetX-4.0GF
RegNetX-6.4GF
RegNetX-8.0GF
RegNetX-12GF
MobileNetV2 MobileNetV2 MobileNetV3 MobileNetV3-Small
MobileNetV3-Large
ShuffleNetV1 ShuffleNetV1 ShuffleNetV2 ShuffleNetV2 EfficientNet EfficientNet-B0
EfficientNet-B1
EfficientNet-B2
EfficientNet-B3
EfficientNet-B4
EfficientNet-B5
EfficientNet-B6
EfficientNet-B7
EfficientNet-B8
RepVGG RepVGG-A0
RepVGG-A1
RepVGG-A2
RepVGG-B0
RepVGG-B1
RepVGG-A1
RepVGG-B1g2
RepVGG-B1g4
RepVGG-B2
RepVGG-B2g4
RepVGG-B2g4
RepVGG-B3
RepVGG-B3g4
RepVGG-D2se
Res2Net Res2Net-50-14w-8s
Res2Net-50-26w-8s
Res2Net-101-26w-4s
ConvNeXt ConvNeXt-Tiny
ConvNeXt-Small
ConvNeXt-Base
ConvNeXt-Large
ConvNeXt-XLarge
HRNet HRNet-W18
HRNet-W30
HRNet-W32
HRNet-W40
HRNet-W44
HRNet-W48
HRNet-W64
ConvMixer ConvMixer-768/32
ConvMixer-1024/20
ConvMixer-1536/20
CSPNet CSPDarkNet50
CSPResNet50
CSPResNeXt50

参考

@repo{2020mmclassification,
 title={OpenMMLab's Image Classification Toolbox and Benchmark},
 author={MMClassification Contributors},
 howpublished = {\url{https://github.com/open-mmlab/mmclassification}},
 year={2020}
}

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集成主流Backbone,学习/对比/魔改

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