Add README and weights for V2 and V3
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README.md
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---
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license: mit
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---
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MobileNet models ported from [torchvision](https://pytorch.org/vision/stable/index.html) for use with [Metalhead.jl](https://github.com/FluxML/Metalhead.jl). The script for creating this file can be found [here](https://github.com/FluxML/Metalhead.jl/blob/master/scripts/port_torchvision.jl).
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To use this model in Julia, [add the Metalhead.jl package to your environment](https://pkgdocs.julialang.org/v1/managing-packages/#Adding-packages). Then execute:
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```julia
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using Metalhead
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# MobileNet V2 model
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model = MobileNetv2(pretrain=true)
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# MobileNet V3 models
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model = MobileNetv3(:small, pretrain=true)
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model = MobileNetv3(:large, pretrain=true)
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```
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mobilenet_v2-IMAGENET1K_V2.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:24d8afb8897cb82825c51e65c7a02f4b2117581294de25ac7fd5222bbc15ae6e
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size 13168693
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mobilenet_v3_large-IMAGENET1K_V2.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:555fcb5f4f6574d77b603b2fc6672ab437ef60a1a20bc2f951122c91aaaf2f69
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size 20467969
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mobilenet_v3_small-IMAGENET1K_V1.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:35b7f6d733bfbd1621349a0ec27391c2714add7ca80006fb4032d8bc66629c97
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size 9477618
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