Update README.md

README.md

@@ -1,3 +1,12 @@
 ---
 license: mit
 ---
+
+DenseNet121 model ported from [torchvision](https://pytorch.org/vision/stable/index.html) for use with [Metalhead.jl](https://github.com/FluxML/Metalhead.jl). The scripts for creating this file can be found at [this gist](https://gist.github.com/darsnack/bfb8594cf5fdc702bdacb66586f518ef).
+
+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:
+```julia
+using Metalhead
+
+model = DenseNet(121; pretrain = true)
+```