Currently when creating an Image with Images.jl only the Array representation is shown and not the image itself.
I would consider the actual Image the richer representation and therefore the notebook should display it.
This isn't a very pressing matter since one can always easily display it with plot(image) but I wanted to document it here.
Thanks! I'll look into it.
I added support for PNG, JPG and SVG 馃寛

Works nicely, thank you!
At some point showing images stopped working for me. With the code above i get the error
Failed to show value:
MethodError: no method matching save(::IOContext{Base64.Base64EncodePipe}, ::Array{ColorTypes.Gray{Float64},2}, ::Pair{Symbol,ImageShow.var"#14#16"})
Closest candidates are:
save(::IO, ::S; compression_level, compression_strategy, filters, palette) where {T, S<:Union{AbstractArray{T,3}, AbstractArray{T,2} where T}} at /home/karl/.julia/packages/PNGFiles/y75yo/src/io.jl:274
save(!Matched::String, ::S; compression_level, compression_strategy, filters, palette) where {T, S<:Union{AbstractArray{T,3}, AbstractArray{T,2} where T}} at /home/karl/.julia/packages/PNGFiles/y75yo/src/io.jl:242
handle_error(::MethodError, ::FileIO.Stream{FileIO.DataFormat{:PNG},IOContext{Base64.Base64EncodePipe}})@error_handling.jl:82
handle_exceptions(::Array{Any,1}, ::String)@error_handling.jl:77
#save#30(::Base.Iterators.Pairs{Symbol,ImageShow.var"#14#16",Tuple{Symbol},NamedTuple{(:mapi,),Tuple{ImageShow.var"#14#16"}}}, ::typeof(FileIO.save), ::FileIO.Formatted, ::Any)@loadsave.jl:217
#show#13(::Int64, ::Int64, ::Function, ::typeof(show), ::IOContext{Base64.Base64EncodePipe}, ::MIME{Symbol("image/png")}, ::Array{ColorTypes.Gray{Float64},2})@showmime.jl:43
show(::IOContext{Base64.Base64EncodePipe}, ::MIME{Symbol("image/png")}, ::Array{ColorTypes.Gray{Float64},2})@showmime.jl:28
#show_richest#16(::Bool, ::typeof(Main.PlutoRunner.show_richest), ::IOContext{Base.GenericIOBuffer{Array{UInt8,1}}}, ::Any)@PlutoRunner.jl:308
show_richest(::IOContext{Base.GenericIOBuffer{Array{UInt8,1}}}, ::Any)@PlutoRunner.jl:274
#sprint_withreturned#15(::IOContext{Base.PipeEndpoint}, ::Int64, ::typeof(Main.PlutoRunner.sprint_withreturned), ::Function, ::Array{ColorTypes.Gray{Float64},2})@PlutoRunner.jl:247
format_output(::Array{ColorTypes.Gray{Float64},2})@PlutoRunner.jl:192
fetch_formatted_result(::Base.UUID, ::Bool)@PlutoRunner.jl:33
top-level scope@none:1
(::Distributed.var"#106#108"{Distributed.CallMsg{:call_fetch}})()@process_messages.jl:294
run_work_thunk(::Distributed.var"#106#108"{Distributed.CallMsg{:call_fetch}}, ::Bool)@process_messages.jl:79
macro expansion@process_messages.jl:294[inlined]
(::Distributed.var"#105#107"{Distributed.CallMsg{:call_fetch},Distributed.MsgHeader,Sockets.TCPSocket})()@task.jl:356
It works fine in the REPL.
I tried running the example again on Pluto v0.5.14, the version where it was originally fixed - it's broken there too:

This means that something changed to Images.jl or ImageIO.jl that broke the show method.
I've submitted an issue to ImageIO
You need to install Images, and ImageMagick for it to work. For an example, see:
https://github.com/mitmath/18S191/blob/master/homework/homework1/hw1.jl
I offered a fix: https://github.com/JuliaImages/ImageShow.jl/issues/25
Most helpful comment
Workaround
You need to install
Images, andImageMagickfor it to work. For an example, see:https://github.com/mitmath/18S191/blob/master/homework/homework1/hw1.jl