Make Inception models work

1. Transition to `Inceptionv3` instead of `Inception3` for standardisation of names
2. Formatting

Author: theabhirath

Project.toml

@@ -1,6 +1,6 @@
 name = "Metalhead"
 uuid = "dbeba491-748d-5e0e-a39e-b530a07fa0cc"
-version = "0.7.2"
+version = "0.7.3-DEV"
 
 [deps]
 Artifacts = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"

README.md

@@ -19,7 +19,7 @@
 | [VGG](https://arxiv.org/abs/1409.1556)           | [`VGG`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.VGG.html)                 | N            |
 | [ResNet](https://arxiv.org/abs/1512.03385)       | [`ResNet`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.ResNet.html)           | N            |
 | [GoogLeNet](https://arxiv.org/abs/1409.4842)     | [`GoogLeNet`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.GoogLeNet.html)     | N            |
-| [Inception-v3](https://arxiv.org/abs/1512.00567) | [`Inception3`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.Inception3.html)   | N            |
+| [Inception-v3](https://arxiv.org/abs/1512.00567) | [`Inceptionv3`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.Inceptionv3.html)   | N            |
 | [SqueezeNet](https://arxiv.org/abs/1602.07360)   | [`SqueezeNet`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.SqueezeNet.html)   | N            |
 | [DenseNet](https://arxiv.org/abs/1608.06993)     | [`DenseNet`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.DenseNet.html)       | N            |
 | [ResNeXt](https://arxiv.org/abs/1611.05431)      | [`ResNeXt`](https://fluxml.ai/Metalhead.jl/dev/docstrings/Metalhead.ResNeXt.html)         | N            |

src/Metalhead.jl

@@ -41,7 +41,8 @@ export AlexNet,
        VGG, VGG11, VGG13, VGG16, VGG19,
        GoogLeNet,
        ResNet, ResNet18, ResNet34, ResNet50, ResNet101, ResNet152,
-       Inception3, Inception4, SqueezeNet,
+       Inception3, Inceptionv3, Inceptionv4, InceptionResNetv2,
+       SqueezeNet,
        ResNeXt,
        DenseNet, DenseNet121, DenseNet161, DenseNet169, DenseNet201,
        MobileNetv1, MobileNetv2, MobileNetv3,
@@ -50,7 +51,7 @@ export AlexNet,
        ConvMixer, ConvNeXt
 
 # use Flux._big_show to pretty print large models
-for T in (:AlexNet, :VGG, :GoogLeNet, :ResNet, :ResNeXt, :Inception3, :Inception4,
+for T in (:AlexNet, :VGG, :GoogLeNet, :ResNet, :ResNeXt, :Inceptionv3,
           :SqueezeNet, :DenseNet, :MobileNetv1, :MobileNetv2, :MobileNetv3,
           :MLPMixer, :ResMLP, :gMLP, :ViT, :ConvMixer, :ConvNeXt)
     @eval Base.show(io::IO, ::MIME"text/plain", model::$T) = _maybe_big_show(io, model)