You can do this with Images.jl. Example: 
http://htmlpreview.github.io/?https://github.com/timholy/Images.jl/blob/master/ImagesDemo.html

On Wednesday, March 11, 2015 at 11:05:07 AM UTC-5, Edward Chen wrote:
>
> from IPython.display import Image
> Image(filename='image.png')
>
> doesn't seem to work
>
> Thanks!
> -Ed
>

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