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FluxML/Metalhead.jl: Computer vision models for Flux

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称:

FluxML/Metalhead.jl

开源软件地址:

https://github.com/FluxML/Metalhead.jl

开源编程语言:

Julia 100.0%

开源软件介绍:

Metalhead

Dev CI Coverage

Metalhead.jl provides standard machine learning vision models for use with Flux.jl. The architectures in this package make use of pure Flux layers, and they represent the best-practices for creating modules like residual blocks, inception blocks, etc. in Flux. Metalhead also provides some building blocks for more complex models in the Layers module.

Installation

]add Metalhead

Available models

Model Name Function Pre-trained?
VGG VGG Y (w/o BN)
ResNet ResNet Y
GoogLeNet GoogLeNet N
Inception-v3 Inceptionv3 N
Inception-v4 Inceptionv4 N
InceptionResNet-v2 Inceptionv3 N
SqueezeNet SqueezeNet N
DenseNet DenseNet N
ResNeXt ResNeXt N
MobileNetv1 MobileNetv1 N
MobileNetv2 MobileNetv2 N
MobileNetv3 MobileNetv3 N
EfficientNet EfficientNet N
MLPMixer MLPMixer N
ResMLP ResMLP N
gMLP gMLP N
ViT ViT N
ConvNeXt ConvNeXt N
ConvMixer ConvMixer N

To contribute new models, see our contributing docs.

Getting Started

You can find the Metalhead.jl getting started guide here.




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